Alejandro F. Frangi

469 papers A* 4A 5B 22C 3Misc 1Journal 236Unranked 176
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Calibrated Memorization Index (MI) for Detecting Training Data Leakage in Generative MRI Models.
CoRR
Yash Deo, Yan Jia, Toni Lassila, Victoria J. Hodge, Alejandro F. Frangi, Chenghao Qian, Siyuan Kang, Ibrahim Habli
2026 J jnl
Artificial Intelligence for Detecting Fetal Orofacial Clefts and Advancing Medical Education.
CoRR
Yuanji Zhang, Yuhao Huang, Haoran Dou, Xiliang Zhu, Chen Ling, Zhong Yang, Lianying Liang, Jiuping Li, Siying Liang, Rui Li, Yan Cao, Yuhan Zhang, Jiewei Lai, Yongsong Zhou, Hongyu Zheng, Xinru Gao, Cheng Yu, Liling Shi, Mengqin Yuan, Honglong Li, Xiaoqiong Huang, Chaoyu Chen, Jialin Zhang, Wenxiong Pan, Alejandro F. Frangi, Guangzhi He, Xin Yang, Yi Xiong, Linliang Yin, Xuedong Deng, Dong Ni
2026 J jnl
Automated hemodynamic modeling to explore arterial curvature effects on intracranial aneurysm initiation.
Comput. Methods Programs Biomed.
Adi Konsens, Alejandro F. Frangi, Gil Marom
2026 J jnl
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification.
Int. J. Comput. Vis.
Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing Chen, Ao Chang, Jia Liu, Weiran Long, Jian Zheng, Erjiao Xu, Jie Ren, Alejandro F. Frangi, Ruobing Huang, Jun Cheng, Xiaomeng Li, Wufeng Xue, Dong Ni
2026 J jnl
Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease.
Medical Image Anal.
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Shuqiang Wang, Tianfu Wang, Baiying Lei
2026 J jnl
Dynamic accelerated cardiac CINE MRI reconstruction based on motion compensation.
Vis. Comput.
Kun Wu, Jun Pu, Alejandro F. Frangi, Xiao Lin, Nan Jiang
2026 J jnl
Generalization Bounds for Physics-Informed Neural Networks for the Incompressible Navier-Stokes Equations.
CoRR
Sebastien Andre-Sloan, Dibyakanti Kumar, Alejandro F. Frangi, Anirbit Mukherjee
2026 J jnl
Multi-attention-aware motion estimation for cardiac MR imaging based on a feature pyramid network.
Biomed. Signal Process. Control.
Kun Wu, Xiang Chen, Nina Cheng, Nishant Ravikumar, Alejandro F. Frangi
2025 — conf
4D CardioSynth: Synthesising Dynamic Virtual Heart Populations Through Spatiotemporal Disentanglement.
MICCAI (3)
Haoran Dou, Jinghan Huang, Arezoo Zakeri, Zherui Zhou, Tingting Mu, Jinming Duan, Alejandro F. Frangi
2025 J jnl
A Generative Shape Compositional Framework to Synthesize Populations of Virtual Chimeras.
IEEE Trans. Neural Networks Learn. Syst.
Haoran Dou, Seppo Virtanen, Nishant Ravikumar, Alejandro F. Frangi
2025 J jnl
A survey of intracranial aneurysm detection and segmentation.
Medical Image Anal.
Wei-Chan Hsu, Monique Meuschke, Alejandro F. Frangi, Bernhard Preim, Kai Lawonn
2025 J jnl
An Efficient Model-Driven Groupwise Approach for Atlas Construction.
CoRR
Ziwei Zou, Beiji Zou, Xiaoyan Kui, Wenqi Lu, Haoran Dou, Arezoo Zakeri, Timothy Cootes, Alejandro F. Frangi, Jinming Duan
2025 J jnl
An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation.
IEEE Trans. Medical Imaging
Soodeh Kalaie, Andy Bulpitt, Alejandro F. Frangi, Ali Gooya
2025 J jnl
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo.
ACM Comput. Surv.
Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Yuxuan Chen, Behrus Puladi, Fen-hua Zhao, Kelsey L. Pomykala, Jens Kleesiek, Alejandro F. Frangi, Jan Egger
2025 J jnl
Attention-guided hierarchical fusion U-Net for uncertainty-driven medical image segmentation.
Inf. Fusion
Afsana Ahmed Munia, Moloud Abdar, Mehedi Hasan, Mohammad S. Jalali, Biplab Banerjee, Abbas Khosravi, Ibrahim Hossain, Huazhu Fu, Alejandro F. Frangi
2025 J jnl
Development and External Validation of [18F]FDG PET-CT-Derived Radiomic Models for Prediction of Abdominal Aortic Aneurysm Growth Rate.
Algorithms
Simran Singh Dhesi, Pratik Adusumilli, Nishant Ravikumar, Mohammed A. Waduud, Russell Frood, Alejandro F. Frangi, Garry McDermott, James H. F. Rudd, Yuan Huang, Jonathan R. Boyle, Maysoon Elkhawad, David E. Newby, Nikhil Joshi, Jing Yi Kwan, Patrick Coughlin, Marc A. Bailey, Andrew F. Scarsbrook
2025 J jnl
Digital twins for the era of personalized surgery.
npj Digit. Medicine
Yosra Magdi Mekki, Gijs Luijten, Elisabet Hagert, Sirajeddin Belkhair, Chris Varghese, Junaid Qadir, Barry Solaiman, Muhammad Bilal, Jaghtar Dhanda, Jan Egger, Jun Deng, Vikas Khanduja, Alejandro F. Frangi, Susu M. Zughaier, Mitchell A. Stotland
2025 J jnl
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound.
CoRR
Yuhao Huang, Ao Chang, Haoran Dou, Xing Tao, Xinrui Zhou, Yan Cao, Ruobing Huang, Alejandro F. Frangi, Lingyun Bao, Xin Yang, Dong Ni
2025 J jnl
From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction.
CoRR
Fengming Lin, Arezoo Zakeri, Yidan Xue, Michael MacRaild, Haoran Dou, Zherui Zhou, Ziwei Zou, Ali Sarrami-Foroushani, Jinming Duan, Alejandro F. Frangi
2025 J jnl
Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis.
IEEE Trans. Medical Imaging
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Xiaohua Xiao, Lei Dong, Tianfu Wang, Shuqiang Wang, Baiying Lei
2025 J jnl
MRI Joint Superresolution and Denoising Based on Conditional Stochastic Normalizing Flow.
IEEE Trans. Artif. Intell.
Zhenhong Liu, Xingce Wang, Zhongke Wu, Xiaodong Ju, Yicheng Zhu, Alejandro F. Frangi
2025 J jnl
Metrics that matter: Evaluating image quality metrics for medical image generation.
CoRR
Yash Deo, Yan Jia, Toni Lassila, William A. P. Smith, Tom Lawton, Siyuan Kang, Alejandro F. Frangi, Ibrahim Habli
2025 J jnl
Multi-view hybrid graph convolutional network for volume-to-mesh reconstruction in cardiovascular MRI.
Medical Image Anal.
Nicolás Gaggion, Benjamin A. Matheson, Yan Xia, Rodrigo Bonazzola, Nishant Ravikumar, Zeike A. Taylor, Diego H. Milone, Alejandro F. Frangi, Enzo Ferrante
2025 J jnl
Personalized uncertainty quantification in artificial intelligence.
Nat. Mac. Intell.
Tapabrata Chakraborti, Christopher R. S. Banerji, Ariane Marandon, Vicky Hellon, Robin Mitra, Brieuc Lehmann, Leandra Bräuninger, Sarah F. McGough, Cagatay Turkay, Alejandro F. Frangi, Ginestra Bianconi, Weizi Li, Owen J. L. Rackham, Deepak Parashar, Chris Harbron, Ben D. MacArthur
2025 J jnl
Plasticine: A Traceable Diffusion Model for Medical Image Translation.
CoRR
Tianyang Zhanng, Xinxing Cheng, Jun Cheng, Shaoming Zheng, He Zhao, Huazhu Fu, Alejandro F. Frangi, Jiang Liu, Jinming Duan
2025 J jnl
Pose-independent efficient gauge equivariant network for 3D mesh aneurysm segmentation.
Neurocomputing
Xudong Ru, Xingce Wang, Zhenhong Liu, Peng Du, Haichuan Zhao, Zhongke Wu, Xiaodong Ju, Shaolong Liu, Yi-Cheng Zhu, Alejandro F. Frangi
2025 J jnl
Predicting cardiovascular disease risk using retinal optical coherence tomography imaging.
Frontiers Artif. Intell.
Cynthia Maldonado García, Rodrigo Bonazzola, Enzo Ferrante, Thomas H. Julian, Panagiotis I. Sergouniotis, Nishant Ravikumar, Alejandro F. Frangi
2025 — ed.
Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis, MICAD 2024, Manchester, UK, November 19-21, 2024
MICAD
Ruidan Su, Alejandro F. Frangi, Yudong Zhang
2025 J jnl
Revisiting Medical Image Retrieval via Knowledge Consolidation.
CoRR
Yang Nan, Huichi Zhou, Xiaodan Xing, Giorgos Papanastasiou, Lei Zhu, Zhifan Gao, Alejandro F. Frangi, Guang Yang
2025 J jnl
Revisiting medical image retrieval via knowledge consolidation.
Medical Image Anal.
Yang Nan, Huichi Zhou, Xiaodan Xing, Giorgos Papanastasiou, Lei Zhu, Zhifan Gao, Alejandro F. Frangi, Guang Yang
2025 A* conf
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration.
CVPR
Xinxing Cheng, Tianyang Zhang, Wenqi Lu, Qingjie Meng, Alejandro F. Frangi, Jinming Duan
2025 J jnl
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration.
CoRR
Xinxing Cheng, Tianyang Miller, Wenqi Lu, Qingjie Meng, Alejandro F. Frangi, Jinming Duan
2025 J jnl
SegMorph: Concurrent Motion Estimation and Segmentation for Cardiac MRI Sequences.
IEEE Trans. Medical Imaging
Ning Bi, Arezoo Zakeri, Yan Xia, Nina Cheng, Alejandro F. Frangi, Ali Gooya
2025 J jnl
SpinDoctor-IVIM: A virtual imaging framework for intravoxel incoherent motion MRI.
Medical Image Anal.
Mojtaba Lashgari, Zheyi Yang, Miguel O. Bernabeu, Jing-Rebecca Li, Alejandro F. Frangi
2024 — conf
3D Skull Completion via Two-stage Conditional Diffusion-Based Signed Distance Fields.
BIBM
Zhenhong Liu, Xudong Ru, Xingce Wang, Zhongke Wu, Yi-Cheng Zhu, Chong Zhang, Alejandro F. Frangi
2024 J jnl
A Symmetric Dynamic Learning Framework for Diffeomorphic Medical Image Registration.
CoRR
Jinqiu Deng, Ke Chen, Mingke Li, Daoping Zhang, Chong Chen, Alejandro F. Frangi, Jianping Zhang
2024 J jnl
An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation.
CoRR
Soodeh Kalaie, Andy Bulpitt, Alejandro F. Frangi, Ali Gooya
2024 J jnl
Automatic Plane Pose Estimation for Cardiac Left Ventricle Coverage Estimation via Deep Adversarial Regression Network.
IEEE Trans. Artif. Intell.
Le Zhang, Kevin Bronik, Stefan K. Piechnik, Joao A. C. Lima, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2024 J jnl
COSTA: A Multi-Center TOF-MRA Dataset and a Style Self-Consistency Network for Cerebrovascular Segmentation.
IEEE Trans. Medical Imaging
Lei Mou, Jinghui Lin, Yifan Zhao, Yonghuai Liu, Shaodong Ma, Jiong Zhang, Wenhao Lv, Tao Zhou, Jiang Liu, Alejandro F. Frangi, Yitian Zhao
2024 J jnl
Compressed sensing using a deep adaptive perceptual generative adversarial network for MRI reconstruction from undersampled K-space data.
Biomed. Signal Process. Control.
Kun Wu, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi
2024 J jnl
Early detection of dementia through retinal imaging and trustworthy AI.
npj Digit. Medicine
Jinkui Hao, William Robert Kwapong, Ting Shen, Huazhu Fu, Yanwu Xu, Qinkang Lu, Shouyue Liu, Jiong Zhang, Yonghuai Liu, Yifan Zhao, Yalin Zheng, Alejandro F. Frangi, Shuting Zhang, Hong Qi, Yitian Zhao
2024 — conf
Few-Shot Learning in Diffusion Models for Generating Cerebral Aneurysm Geometries.
ISBI
Yash Deo, Fengming Lin, Haoran Dou, Nina Cheng, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila
2024 J jnl
Fuzzy Attention-Based Border Rendering Orthogonal Network for Lung Organ Segmentation.
IEEE Trans. Fuzzy Syst.
Sheng Zhang, Yingying Fang, Yang Nan, Shiyi Wang, Weiping Ding, Yew-Soon Ong, Alejandro F. Frangi, Witold Pedrycz, Simon Walsh, Guang Yang
2024 — conf
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation.
ISBI
Fengming Lin, Yan Xia, Michael MacRaild, Yash Deo, Haoran Dou, Qiongyao Liu, Nina Cheng, Nishant Ravikumar, Alejandro F. Frangi
2024 J jnl
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation.
CoRR
Fengming Lin, Yan Xia, Michael MacRaild, Yash Deo, Haoran Dou, Qiongyao Liu, Nina Cheng, Nishant Ravikumar, Alejandro F. Frangi
2024 — conf
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction.
PRIME@MICCAI
Cynthia Maldonado García, Arezoo Zakeri, Alejandro F. Frangi, Nishant Ravikumar
2024 J jnl
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction.
CoRR
Cynthia Maldonado García, Arezoo Zakeri, Alejandro F. Frangi, Nishant Ravikumar
2024 J jnl
Joint magnetic resonance imaging artifacts and noise reduction on discrete shape space of images.
Pattern Recognit.
Xiangyuan Liu, Zhongke Wu, Xingce Wang, Quansheng Liu, Jose M. Pozo, Alejandro F. Frangi
2024 — conf
Pathologist-Like Explanations Unveiled: An Explainable Deep Learning System for White Blood Cell Classification.
ISBI
Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra, Debasis Banerjee, Prantar Chakrabarti, Alejandro F. Frangi, Utpal Garain
2024 J jnl
Predicting risk of cardiovascular disease using retinal OCT imaging.
CoRR
Cynthia Maldonado García, Rodrigo Bonazzola, Enzo Ferrante, Thomas H. Julian, Panagiotis I. Sergouniotis, Nishant Ravikumar, Alejandro F. Frangi
2024 — ed.
Proceedings of 2023 International Conference on Medical Imaging and Computer-Aided Diagnosis, MICAD 2023, Cambridge, UK, December 9-10, 2023
MICAD
Ruidan Su, Yu-Dong Zhang, Alejandro F. Frangi
2024 J jnl
Simultaneous Hip Implant Segmentation and Gruen Landmarks Detection.
IEEE J. Biomed. Health Informatics
Asma Alzaid, Beth Lineham, Sanja Dogramadzi, Hemant Pandit, Alejandro F. Frangi, Sheng Quan Xie
2024 — conf
Synthesising 3D Cardiac CINE-MR Images and Corresponding Segmentation Masks using a Latent Diffusion Model.
ISBI
Nina Cheng, Zhengji Liu, Yash Deo, Haoran Dou, Ning Bi, Kun Wu, Fengming Lin, Zeike A. Taylor, Nishant Ravikumar, Alejandro F. Frangi
2024 — conf
Unsupervised Domain Adaptation for Brain Vessel Segmentation Through Transwarp Contrastive Learning.
ISBI
Fengming Lin, Yan Xia, Yash Deo, Michael MacRaild, Haoran Dou, Qiongyao Liu, Kun Wu, Nishant Ravikumar, Alejandro F. Frangi
2024 J jnl
Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning.
CoRR
Fengming Lin, Yan Xia, Michael MacRaild, Yash Deo, Haoran Dou, Qiongyao Liu, Kun Wu, Nishant Ravikumar, Alejandro F. Frangi
2024 J jnl
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology.
Nat. Mac. Intell.
Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard D. Keavney, Sven Plein, Tanveer F. Syeda-Mahmood, Alejandro F. Frangi
2024 B conf
Vector-Aware Anisotropic Gauge Equivariant Mesh Convolution Network for 3D Aneurysm Detection.
ICMR
Xudong Ru, Haichuan Zhao, Xingce Wang, Zhongke Wu, Shaolong Liu, Yi-Cheng Zhu, Alejandro F. Frangi
2023 — conf
A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy.
MICCAI (7)
Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi
2023 J jnl
A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy.
CoRR
Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi
2023 — conf
A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs.
MIDL
Soodeh Kalaie, Andrew J. Bulpitt, Alejandro F. Frangi, Ali Gooya
2023 J jnl
A generalised deep meta-learning model for automated quality control of cardiovascular magnetic resonance images.
Comput. Methods Programs Biomed.
Shahabedin Nabavi, Hossein Simchi, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi
2023 J jnl
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels.
CoRR
Fengming Lin, Yan Xia, Nishant Ravikumar, Qiongyao Liu, Michael MacRaild, Alejandro F. Frangi
2023 — conf
Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels.
DALI@MICCAI
Fengming Lin, Yan Xia, Nishant Ravikumar, Qiongyao Liu, Michael MacRaild, Alejandro F. Frangi
2023 — ed.
Artificial Intelligence Over Infrared Images for Medical Applications (AIIIMA 2023) - Second International Workshop Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 2, 2023, Proceedings
AIIIMA@MICCAI
Siva Teja Kakileti, Geetha Manjunath, Robert G. Schwartz, Alejandro F. Frangi
2023 J jnl
Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation.
CoRR
Nurbanu Aksoy, Serge Sharoff, Selcuk Baser, Nishant Ravikumar, Alejandro F. Frangi
2023 J jnl
Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer.
IEEE Trans. Instrum. Meas.
Jie Zhang, Yihui Zhao, Tianzhe Bao, Zhenhong Li, Kun Qian, Alejandro F. Frangi, Sheng Quan Xie, Zhiqiang Zhang
2023 — conf
Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI.
IPMI
Fergus Shone, Nishant Ravikumar, Toni Lassila, Michael MacRaild, Yongxing Wang, Zeike A. Taylor, Peter K. Jimack, Erica Dall' Armellina, Alejandro F. Frangi
2023 — conf
Deep learning with visual explanation for radiotherapy-induced toxicity prediction.
Computer-Aided Diagnosis
Behnaz Elhaminia, Alexandra Gilbert, Alejandro F. Frangi, Andrew F. Scarsbrook, John Lilley, Ane Appelt, Ali Gooya
2023 J jnl
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame.
Medical Image Anal.
Arezoo Zakeri, Alireza Hokmabadi, Ning Bi, Isuru Wijesinghe, Michael G. Nix, Steffen E. Petersen, Alejandro F. Frangi, Zeike A. Taylor, Ali Gooya
2023 J jnl
Editorial: Insights in AI: Medicine and public health 2022.
Frontiers Artif. Intell.
Thomas Hartung, Jun Deng, Raghvendra Mall, Alejandro F. Frangi, Frank Emmert-Streib, Tuan D. Pham
2023 J jnl
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
CoRR
Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F. Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R. Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard Ohene Botwe, Bishesh Khanal, Brigit Beger, Carol C. Wu, Celia Cintas, Curtis P. Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I. Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A. González, Folkert W. Asselbergs, Fred W. Prior, Gabriel P. Krestin, Gary S. Collins, Geletaw Sahle Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C. Woodruff, Hugo J. W. L. Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James S. Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W. Gichoya, Julia A. Schnabel, et al.
2023 J jnl
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee.
IEEE Signal Process. Mag.
Selin Aviyente, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovacevic, Michael Unser
2023 J jnl
Fully Automatic initialization and segmentation of left and right ventricles for large-scale cardiac MRI using a deeply supervised network and 3D-ASM.
Comput. Methods Programs Biomed.
Huaifei Hu, Ning Pan, Alejandro F. Frangi
2023 — conf
GSMorph: Gradient Surgery for Cine-MRI Cardiac Deformable Registration.
MICCAI (10)
Haoran Dou, Ning Bi, Luyi Han, Yuhao Huang, Ritse Mann, Xin Yang, Dong Ni, Nishant Ravikumar, Alejandro F. Frangi, Yunzhi Huang
2023 J jnl
GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration.
CoRR
Haoran Dou, Ning Bi, Luyi Han, Yuhao Huang, Ritse Mann, Xin Yang, Dong Ni, Nishant Ravikumar, Alejandro F. Frangi, Yunzhi Huang
2023 J jnl
Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging.
IEEE Trans. Medical Imaging
Huazhu Fu, Yitian Zhao, Pew-Thian Yap, Carola-Bibiane Schönlieb, Alejandro F. Frangi
2023 J jnl
Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification.
IEEE Trans. Ind. Informatics
Moloud Abdar, Mohammad Amin Fahami, Leonardo Rundo, Petia Radeva, Alejandro F. Frangi, U. Rajendra Acharya, Abbas Khosravi, Hak-Keung Lam, Alexander Jung, Saeid Nahavandi
2023 J jnl
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning.
Comput. Methods Programs Biomed.
Fengming Lin, Yan Xia, Shuang Song, Nishant Ravikumar, Alejandro F. Frangi
2023 — ed.
Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023, Proceedings
IPMI
Alejandro F. Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab
2023 — conf
Learned Local Attention Maps for Synthesising Vessel Segmentations from T2 MRI.
SASHIMI@MICCAI
Yash Deo, Rodrigo Bonazzola, Haoran Dou, Yan Xia, Tianyou Wei, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila
2023 J jnl
Learned Local Attention Maps for Synthesising Vessel Segmentations.
CoRR
Yash Deo, Rodrigo Bonazzola, Haoran Dou, Yan Xia, Tianyou Wei, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila
2023 J jnl
Learning disentangled representations for explainable chest X-ray classification using Dirichlet VAEs.
CoRR
Rachael Harkness, Alejandro F. Frangi, Kieran Zucker, Nishant Ravikumar
2023 B conf
Learning disentangled representations for explainable chest x-ray classification using Dirichlet VAEs.
Image Processing
Rachael Harkness, Alejandro F. Frangi, Kieran Zucker, Nishant Ravikumar
2023 J jnl
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI.
CoRR
Nicolás Gaggion, Benjamin A. Matheson, Yan Xia, Rodrigo Bonazzola, Nishant Ravikumar, Zeike A. Taylor, Diego H. Milone, Alejandro F. Frangi, Enzo Ferrante
2023 J jnl
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network.
IEEE Trans. Medical Imaging
Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2023 — ed.
Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis, MICAD 2022, Leicester, UK, November 20-21, 2022
MICAD
Ruidan Su, Yudong Zhang, Han Liu, Alejandro F. Frangi
2023 J jnl
Radiology Report Generation Using Transformers Conditioned with Non-imaging Data.
CoRR
Nurbanu Aksoy, Nishant Ravikumar, Alejandro F. Frangi
2023 J jnl
RecON: Online learning for sensorless freehand 3D ultrasound reconstruction.
Medical Image Anal.
Mingyuan Luo, Xin Yang, Hongzhang Wang, Haoran Dou, Xindi Hu, Yuhao Huang, Nishant Ravikumar, Songcheng Xu, Yuanji Zhang, Yi Xiong, Wufeng Xue, Alejandro F. Frangi, Dong Ni, Litao Sun
2023 — conf
Shape-Guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature.
DGM4MICCAI
Yash Deo, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila
2023 J jnl
Shape-guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature.
CoRR
Yash Deo, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Toni Lassila
2023 — conf
Simultaneous Super-Resolution and Denoising on MRI via Conditional Stochastic Normalizing Flow.
BIBM
Zhenhong Liu, Xingce Wang, Zhongke Wu, Yi-Cheng Zhu, Alejandro F. Frangi
2023 J jnl
Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers.
IEEE J. Biomed. Health Informatics
Behnaz Elhaminia, Alexandra Gilbert, John Lilley, Moloud Abdar, Alejandro F. Frangi, Andrew F. Scarsbrook, Ane Appelt, Ali Gooya
2023 J jnl
Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology.
CoRR
Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard D. Keavney, Sven Plein, Tanveer F. Syeda-Mahmood, Alejandro F. Frangi
2023 J jnl
Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials.
Medical Image Anal.
Yan Xia, Nishant Ravikumar, Toni Lassila, Alejandro F. Frangi
2022 — conf
A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging.
MIUA
Nina Cheng, Rodrigo Bonazzola, Nishant Ravikumar, Alejandro F. Frangi
2022 J jnl
A Generative Shape Compositional Framework: Towards Representative Populations of Virtual Heart Chimaeras.
CoRR
Haoran Dou, Seppo Virtanen, Nishant Ravikumar, Alejandro F. Frangi
2022 J jnl
A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment.
Medical Image Anal.
Arezoo Zakeri, Alireza Hokmabadi, Nishant Ravikumar, Alejandro F. Frangi, Ali Gooya
2022 — conf
Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound.
MICCAI (4)
Yuxin Zou, Haoran Dou, Yuhao Huang, Xin Yang, Jikuan Qian, Chaojiong Zhen, Xiaodan Ji, Nishant Ravikumar, Guoqiang Chen, Weijun Huang, Alejandro F. Frangi, Dong Ni
2022 J jnl
Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound.
CoRR
Yuxin Zou, Haoran Dou, Yuhao Huang, Xin Yang, Jikuan Qian, Chaojiong Zhen, Xiaodan Ji, Nishant Ravikumar, Guoqiang Chen, Weijun Huang, Alejandro F. Frangi, Dong Ni
2022 — ed.
Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings
AIIIMA/MIABID@MICCAI
Siva Teja Kakileti, Maria Gabrani, Geetha Manjunath, Michal Rosen-Zvi, Nathaniel Braman, Robert G. Schwartz, Alejandro F. Frangi, Pau-Choo Chung, Christopher J. Weight, Vekataraman Jagadish
2022 J jnl
Author Correction: Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection.
npj Digit. Medicine
Fei Li, Diping Song, Han Chen, Jian Xiong, Xingyi Li, Hua Zhong, Guangxian Tang, Sujie Fan, Dennis S. C. Lam, Weihua Pan, Yajuan Zheng, Ying Li, Guoxiang Qu, Junjun He, Zhe Wang, Ling Jin, Rouxi Zhou, Yunhe Song, Yi Sun, Weijing Cheng, Chunman Yang, Yazhi Fan, Yingjie Li, Hengli Zhang, Ye Yuan, Yang Xu, Yunfan Xiong, Lingfei Jin, Aiguo Lv, Lingzhi Niu, Yuhong Liu, Shaoli Li, Jiani Zhang, Linda M. Zangwill, Alejandro F. Frangi, Tin Aung, Ching-Yu Cheng, Yu Qiao, Xiulan Zhang, Daniel S. W. Ting
2022 J jnl
Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale.
Medical Image Anal.
Yan Xia, Xiang Chen, Nishant Ravikumar, Christopher Kelly, Rahman Attar, Nay Aung, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2022 J jnl
Dynamic feature learning for COVID-19 segmentation and classification.
Comput. Biol. Medicine
Xiaoqin Zhang, Runhua Jiang, Pengcheng Huang, Tao Wang, Mingjun Hu, Andrew F. Scarsbrook, Alejandro F. Frangi
2022 J jnl
Guest Editorial Generative Adversarial Networks in Biomedical Image Computing.
IEEE J. Biomed. Health Informatics
Huazhu Fu, Tao Zhou, Shuo Li, Alejandro F. Frangi
2022 J jnl
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.
Medical Image Anal.
Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, Zhuo Xiang, Alejandro F. Frangi, Minsi Chen, Shumin Fan, Wei Yu, Xunyi Chen, Bei Xia, Tianfu Wang, Baiying Lei
2022 J jnl
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images.
CoRR
Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi
2022 J jnl
Learning to complete incomplete hearts for population analysis of cardiac MR images.
Medical Image Anal.
Yan Xia, Nishant Ravikumar, Alejandro F. Frangi
2022 — conf
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework.
MICCAI (4)
Haoran Dou, Luyi Han, Yushuang He, Jun Xu, Nishant Ravikumar, Ritse Mann, Alejandro F. Frangi, Pew-Thian Yap, Yunzhi Huang
2022 J jnl
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework.
CoRR
Haoran Dou, Luyi Han, Yushuang He, Jun Xu, Nishant Ravikumar, Ritse Mann, Alejandro F. Frangi, Pew-Thian Yap, Yunzhi Huang
2022 J jnl
MICaps: Multi-instance capsule network for machine inspection of Munro's microabscess.
Comput. Biol. Medicine
Anabik Pal, Akshay Chaturvedi, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati, Alejandro F. Frangi, Utpal Garain
2022 J jnl
Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data.
IEEE Trans. Neural Networks Learn. Syst.
Zhongwei Huang, Haijun Lei, Guoliang Chen, Alejandro F. Frangi, Yanwu Xu, Ahmed Elazab, Jing Qin, Baiying Lei
2022 — conf
Predicting Myocardial Infarction Using Retinal OCT Imaging.
MIUA
Cynthia Maldonado García, Rodrigo Bonazzola, Nishant Ravikumar, Alejandro F. Frangi
2022 J jnl
Predicting myocardial infarction through retinal scans and minimal personal information.
Nat. Mach. Intell.
Andres Diaz-Pinto, Nishant Ravikumar, Rahman Attar, Avan Suinesiaputra, Yitian Zhao, Eylem Levelt, Erica Dall' Armellina, Marco Lorenzi, Qingyu Chen, Tiarnan D. L. Keenan, Elvira Agrón, Emily Y. Chew, Zhiyong Lu, Chris P. Gale, Richard P. Gale, Sven Plein, Alejandro F. Frangi
2022 J jnl
Three-dimensional micro-structurally informed in silico myocardium - Towards virtual imaging trials in cardiac diffusion weighted MRI.
Medical Image Anal.
Mojtaba Lashgari, Nishant Ravikumar, Irvin Teh, Jing-Rebecca Li, David L. Buckley, Jürgen E. Schneider, Alejandro F. Frangi
2022 J jnl
Three-dimensional micro-structurally informed in silico myocardium - towards virtual imaging trials in cardiac diffusion weighted MRI.
CoRR
Mojtaba Lashgari, Nishant Ravikumar, Irvin Teh, Jing-Rebecca Li, David L. Buckley, Jürgen E. Schneider, Alejandro F. Frangi
2021 — conf
A Deep Discontinuity-Preserving Image Registration Network.
MICCAI (4)
Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi
2021 J jnl
A Deep Discontinuity-Preserving Image Registration Network.
CoRR
Xiang Chen, Nishant Ravikumar, Yan Xia, Alejandro F. Frangi
2021 J jnl
AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo.
CoRR
Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Fen-hua Zhao, Jens Kleesiek, Alejandro F. Frangi, Jan Egger
2021 J jnl
An automatic framework for endoscopic image restoration and enhancement.
Appl. Intell.
Muhammad Asif, Lei Chen, Hong Song, Jian Yang, Alejandro F. Frangi
2021 J jnl
Analysis of Deep Neural Networks for Detection of Coronary Artery Stenosis.
Program. Comput. Softw.
Viacheslav V. Danilov, Olga M. Gerget, Kirill Yu. Klyshnikov, Alejandro F. Frangi, Evgeny A. Ovcharenko
2021 J jnl
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis.
Medical Image Anal.
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Yichen Wei, Bihan Yu, Lingyan Liang, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Tianfu Wang, Lihua Zhao, Demao Deng, Zhiguo Zhang
2021 J jnl
Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning.
Signal Process. Image Commun.
Huaifei Hu, Ning Pan, Haihua Liu, Liman Liu, Tailang Yin, Zhigang Tu, Alejandro F. Frangi
2021 J jnl
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning.
CoRR
Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi
2021 J jnl
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging.
Medical Image Anal.
Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu
2021 J jnl
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography.
Medical Image Anal.
Libao Guo, Baiying Lei, Weiling Chen, Jie Du, Alejandro F. Frangi, Jing Qin, Cheng Zhao, Pengpeng Shi, Bei Xia, Tianfu Wang
2021 — conf
Flip Learning: Erase to Segment.
MICCAI (1)
Yuhao Huang, Xin Yang, Yuxin Zou, Chaoyu Chen, Jian Wang, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Jianqiao Zhou, Dong Ni
2021 J jnl
Flip Learning: Erase to Segment.
CoRR
Yuhao Huang, Xin Yang, Yuxin Zou, Chaoyu Chen, Jian Wang, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Jianqiao Zhou, Dong Ni
2021 — conf
Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer.
ISBI
Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yankai Huang, Guangquan Zhou, Yi Xiong, Alejandro F. Frangi, Dong Ni
2021 J jnl
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer.
CoRR
Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yankai Huang, Guangquan Zhou, Yi Xiong, Alejandro F. Frangi, Dong Ni
2021 J jnl
Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction.
Medical Image Anal.
Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2021 — conf
Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images.
MICCAI (5)
Rodrigo Bonazzola, Nishant Ravikumar, Rahman Attar, Enzo Ferrante, Tanveer F. Syeda-Mahmood, Alejandro F. Frangi
2021 J jnl
Intrinsic layer based automatic specular reflection detection in endoscopic images.
Comput. Biol. Medicine
Muhammad Asif, Hong Song, Lei Chen, Jian Yang, Alejandro F. Frangi
2021 J jnl
Medical imaging and computational image analysis in COVID-19 diagnosis: A review.
Comput. Biol. Medicine
Shahabedin Nabavi, Azar Ejmalian, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi, Mohammad Mohammadi, Hamidreza Saligheh Rad
2021 J jnl
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation.
CoRR
Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson
2021 — conf
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-modal Glioma Segmentation.
MICCAI (7)
Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson
2021 J jnl
Origami: Single-cell 3D shape dynamics oriented along the apico-basal axis of folding epithelia from fluorescence microscopy data.
PLoS Comput. Biol.
Tania Mendonca, Ana A. Jones, Jose M. Pozo, Sarah Baxendale, Tanya T. Whitfield, Alejandro F. Frangi
2021 J jnl
Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets.
Medical Image Anal.
Yan Xia, Le Zhang, Nishant Ravikumar, Rahman Attar, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2021 — conf
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction.
MICCAI (6)
Mingyuan Luo, Xin Yang, Xiaoqiong Huang, Yuhao Huang, Yuxin Zou, Xindi Hu, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni
2021 J jnl
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction.
CoRR
Mingyuan Luo, Xin Yang, Xiaoqiong Huang, Yuhao Huang, Yuxin Zou, Xindi Hu, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni
2021 J jnl
Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds.
Medical Image Anal.
Xiang Chen, Nishant Ravikumar, Yan Xia, Rahman Attar, Andres Diaz-Pinto, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2021 — conf
Style Curriculum Learning for Robust Medical Image Segmentation.
MICCAI (1)
Zhendong Liu, Manh The Van, Xin Yang, Xiaoqiong Huang, Karim Lekadir, Víctor M. Campello, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni
2021 J jnl
Style Curriculum Learning for Robust Medical Image Segmentation.
CoRR
Zhendong Liu, Manh The Van, Xin Yang, Xiaoqiong Huang, Karim Lekadir, Víctor M. Campello, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni
2021 J jnl
Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning.
Medical Image Anal.
Yan Xia, Nishant Ravikumar, John P. Greenwood, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2021 — conf
The Pitfalls of Using Open Data to Develop Deep Learning Solutions for COVID-19 Detection in Chest X-Rays.
MedInfo
Rachael Harkness, Geoff Hall, Alejandro F. Frangi, Nishant Ravikumar, Kieran Zucker
2021 J jnl
The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-rays.
CoRR
Rachael Harkness, Geoff Hall, Alejandro F. Frangi, Nishant Ravikumar, Kieran Zucker
2020 J jnl
A Spatio-Temporal Ageing Atlas of the Proximal Femur.
IEEE Trans. Medical Imaging
Mohsen Farzi, Jose M. Pozo, Eugene V. McCloskey, Richard Eastell, Nicholas Harvey, J. Mark Wilkinson, Alejandro F. Frangi
2020 J jnl
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation.
IEEE Access
Yujin Hu, Bei Xia, Muyi Mao, Zelong Jin, Jie Du, Libao Guo, Alejandro F. Frangi, Baiying Lei, Tianfu Wang
2020 J jnl
Autonomous Tissue Retraction in Robotic Assisted Minimally Invasive Surgery - A Feasibility Study.
IEEE Robotics Autom. Lett.
Aleks Attanasio, Bruno Scaglioni, Matteo Leonetti, Alejandro F. Frangi, William Cross, Chandra Shekhar Biyani, Pietro Valdastri
2020 J jnl
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging.
CoRR
Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu
2020 J jnl
Development and clinical deployment of a smartphone-based visual field deep learning system for glaucoma detection.
npj Digit. Medicine
Fei Li, Diping Song, Han Chen, Jian Xiong, Xingyi Li, Hua Zhong, Guangxian Tang, Sujie Fan, Dennis S. C. Lam, Weihua Pan, Yajuan Zheng, Ying Li, Guoxiang Qu, Junjun He, Zhe Wang, Ling Jin, Rouxi Zhou, Yunhe Song, Yi Sun, Weijing Cheng, Chunman Yang, Yazhi Fan, Yingjie Li, Hengli Zhang, Ye Yuan, Yang Xu, Yunfan Xiong, Lingfei Jin, Aiguo Lv, Lingzhi Niu, Yuhong Liu, Shaoli Li, Jiani Zhang, Linda M. Zangwill, Alejandro F. Frangi, Tin Aung, Ching-Yu Cheng, Yu Qiao, Xiulan Zhang, Daniel S. W. Ting
2020 J jnl
Fed-Sim: Federated Simulation for Medical Imaging.
CoRR
Daiqing Li, Amlan Kar, Nishant Ravikumar, Alejandro F. Frangi, Sanja Fidler
2020 — conf
Federated Simulation for Medical Imaging.
MICCAI (1)
Daiqing Li, Amlan Kar, Nishant Ravikumar, Alejandro F. Frangi, Sanja Fidler
2020 J jnl
Groupwise registration with global-local graph shrinkage in atlas construction.
Medical Image Anal.
Tianyu Fu, Jian Yang, Qin Li, Danni Ai, Hong Song, Yurong Jiang, Yongtian Wang, Alejandro F. Frangi
2020 — conf
Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease.
MICCAI (7)
Xuegang Song, Alejandro F. Frangi, Xiaohua Xiao, Jiuwen Cao, Tianfu Wang, Baiying Lei
2020 J jnl
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review.
CoRR
Shahabedin Nabavi, Azar Ejmalian, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi, Mohammad Mohammadi, Hamidreza Saligheh Rad
2020 J jnl
Partially Conditioned Generative Adversarial Networks.
CoRR
Francisco Javier Ibarrola, Nishant Ravikumar, Alejandro F. Frangi
2020 J jnl
Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images.
IEEE J. Biomed. Health Informatics
Arso M. Vukicevic, Nenad Filipovic, Vera Milic, Alen Zabotti, Alojzija Hocevar, Orazio De Lucia, Georgios Filippou, Alejandro F. Frangi, Athanasios G. Tzioufas, Salvatore de Vita
2020 J jnl
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.
Medical Image Anal.
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang
2020 J jnl
Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation.
Medical Image Anal.
Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori
2019 — conf
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata.
MICCAI (2)
Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019 J jnl
3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata.
CoRR
Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019 — conf
Aneurysm Identification in Cerebral Models with Multiview Convolutional Neural Network.
BrainLes@MICCAI (1)
Mingsong Zhou, Xingce Wang, Zhongke Wu, Jose M. Pozo, Alejandro F. Frangi
2019 J jnl
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN.
IEEE Trans. Biomed. Eng.
Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019 J jnl
Bayesian Polytrees With Learned Deep Features for Multi-Class Cell Segmentation.
IEEE Trans. Image Process.
Hamid Fehri, Ali Gooya, Yuanjun Lu, Erik Meijering, Simon A. Johnston, Alejandro F. Frangi
2019 — conf
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation.
MICCAI (1)
Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu
2019 J jnl
Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data.
Medical Image Anal.
Nishant Ravikumar, Ali Gooya, Leandro Beltrachini, Alejandro F. Frangi, Zeike A. Taylor
2019 J jnl
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort.
CoRR
Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019 J jnl
IJCARS-MICCAI 2018 special issue.
Int. J. Comput. Assist. Radiol. Surg.
Gabor Fichtinger, Julia A. Schnabel, Christos Davatzikos, Alejandro F. Frangi, Carlos Alberola-López
2019 — ch.
Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019 — conf
Intracranial Aneurysm Detection from 3D Vascular Mesh Models with Ensemble Deep Learning.
MICCAI (4)
Mingsong Zhou, Xingce Wang, Zhongke Wu, Jose M. Pozo, Alejandro F. Frangi
2019 — conf
Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets.
MICCAI (2)
Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019 — conf
Optimal Experimental Design for Biophysical Modelling in Multidimensional Diffusion MRI.
MICCAI (3)
Santiago Coelho, Jose M. Pozo, Sune Nørhøj Jespersen, Alejandro F. Frangi
2019 J jnl
Patch-Based Adaptive Background Subtraction for Vascular Enhancement in X-Ray Cineangiograms.
IEEE J. Biomed. Health Informatics
Shuang Song, Alejandro F. Frangi, Jian Yang, Danni Ai, Chenbing Du, Yong Huang, Hong Song, Luosha Zhang, Yechen Han, Yongtian Wang
2019 — conf
Predicting Plausible Human Purkinje Network Morphology from Simulations.
CinC
Matthias Lange, Toni Lassila, Alejandro F. Frangi
2019 J jnl
Quantitative CMR population imaging on 20, 000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation.
Medical Image Anal.
Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Milton Hoz de Vila, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Kenneth Fung, José Miguel Paiva, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2019 J jnl
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment.
IEEE Trans. Medical Imaging
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
2019 — ch.
Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Yawen Huang, Ling Shao, Alejandro F. Frangi
2019 J jnl
Special issue on MICCAI 2018.
Medical Image Anal.
Julia A. Schnabel, Christos Davatzikos, Gabor Fichtinger, Alejandro F. Frangi, Carlos Alberola-López
2019 — conf
Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images.
MICCAI (6)
Chenglong Wang, Yuichiro Hayashi, Masahiro Oda, Hayato Itoh, Takayuki Kitasaka, Alejandro F. Frangi, Kensaku Mori
2019 — conf
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks.
MICCAI (2)
Le Zhang, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018 J jnl
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN.
CoRR
Le Zhang, Ali Gooya, Marco Pereañez, Bo Dong, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018 J jnl
Automatic initialization and quality control of large-scale cardiac MRI segmentations.
Medical Image Anal.
Xènia Albà, Karim Lekadir, Marco Pereañez, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi
2018 — ed.
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised Selected Papers
MSKI@MICCAI
Ben Glocker, Jianhua Yao, Tomaz Vrtovec, Alejandro F. Frangi, Guoyan Zheng
2018 J jnl
Cross-Modality Image Synthesis via Weakly Coupled and Geometry Co-Regularized Joint Dictionary Learning.
IEEE Trans. Medical Imaging
Yawen Huang, Ling Shao, Alejandro F. Frangi
2018 J jnl
Group-wise similarity registration of point sets using Student's t-mixture model for statistical shape models.
Medical Image Anal.
Nishant Ravikumar, Ali Gooya, Serkan Çimen, Alejandro F. Frangi, Zeike A. Taylor
2018 — conf
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort.
STACOM@MICCAI
Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018 J jnl
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR
Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider
2018 J jnl
Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter.
NeuroImage
Santiago Coelho, Jose M. Pozo, Marina Costantini, J. Robin Highley, Meghdoot Mozumder, Julie E. Simpson, Paul G. Ince, Alejandro F. Frangi
2018 — conf
MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for Biomedical Research.
BIBM
Milton Hoz de Vila, Rahman Attar, Marco Pereañez, Alejandro F. Frangi
2018 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I
MICCAI (1)
Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II
MICCAI (2)
Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III
MICCAI (3)
Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV
MICCAI (4)
Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018 — conf
Mixed-Model Noise Removal in 3D MRI via Rotation-and-Scale Invariant Non-Local Means.
SaMBa@MICCAI
Xiangyuan Liu, Quansheng Liu, Zhongke Wu, Xingce Wang, Jose Pozo Sole, Alejandro F. Frangi
2018 J jnl
Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets.
IEEE Trans. Pattern Anal. Mach. Intell.
Ali Gooya, Karim Lekadir, Isaac Castro-Mateos, José María Pozo, Alejandro F. Frangi
2018 — conf
Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI.
MICCAI (2)
Le Zhang, Marco Pereañez, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi
2018 — conf
Multi-modal Synthesis of ASL-MRI Features with KPLS Regression on Heterogeneous Data.
MICCAI (3)
Toni Lassila, Helena M. Faria, Ali Sarrami-Foroushani, Francesca Meneghello, Annalena Venneri, Alejandro F. Frangi
2018 — conf
Pelvis Segmentation Using Multi-pass U-Net and Iterative Shape Estimation.
MSKI@MICCAI
Chunliang Wang, Bryan Connolly, Pedro Filipe de Oliveira Lopes, Alejandro F. Frangi, Örjan Smedby
2018 — conf
Precision Imaging - From Population Imaging Analytics to In-silico Clinical Trials.
Bildverarbeitung für die Medizin
Alejandro F. Frangi
2018 — conf
Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models.
IDEAL (1)
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
2018 J jnl
Screening for Cognitive Impairment by Model-Assisted Cerebral Blood Flow Estimation.
IEEE Trans. Biomed. Eng.
Toni Lassila, Luigi Yuri Di Marco, Micaela Mitolo, Vincenzo Iaia, Giorgio Levedianos, Annalena Venneri, Alejandro F. Frangi
2018 J jnl
Simulation and Synthesis in Medical Imaging.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Sotirios A. Tsaftaris, Jerry L. Prince
2018 — conf
Spatio-Temporal Atlas of Bone Mineral Density Ageing.
MICCAI (1)
Mohsen Farzi, Jose M. Pozo, Eugene V. McCloskey, Richard Eastell, J. Mark Wilkinson, Alejandro F. Frangi
2018 J jnl
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomed. Health Informatics
Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini, Jack Allen, Wenjia Bai, Serkan Çimen, Peter Claes, Brett R. Cowan, Jan D'hooge, Nicolas Duchateau, Jan Ehrhardt, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia
2017 — conf
CoronARe: A Coronary Artery Reconstruction Challenge.
CMMI/RAMBO/SWITCH@MICCAI
Serkan Çimen, Mathias Unberath, Alejandro F. Frangi, Andreas K. Maier
2017 — conf
DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI.
MICCAI (3)
Yawen Huang, Ling Shao, Alejandro F. Frangi
2017 J jnl
DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI.
CoRR
Yawen Huang, Ling Shao, Alejandro F. Frangi
2017 — conf
Generalised Coherent Point Drift for Group-Wise Registration of Multi-dimensional Point Sets.
MICCAI (1)
Nishant Ravikumar, Ali Gooya, Alejandro F. Frangi, Zeike A. Taylor
2017 — conf
Information Theoretic Measurement of Blood Flow Complexity in Vessels and Aneurysms: Interlacing Complexity Index.
MICCAI (2)
Jose M. Pozo, Arjan J. Geers, Alejandro F. Frangi
2017 — conf
Multi-class Image Segmentation in Fluorescence Microscopy Using Polytrees.
IPMI
Hamid Fehri, Ali Gooya, Simon A. Johnston, Alejandro F. Frangi
2017 J jnl
Multiresolution eXtended Free-Form Deformations (XFFD) for non-rigid registration with discontinuous transforms.
Medical Image Anal.
Rui Hua, Jose M. Pozo, Zeike A. Taylor, Alejandro F. Frangi
2017 J jnl
PATCH-IQ: A patch based learning framework for blind image quality assessment.
Inf. Sci.
Redzuan Abdul Manap, Ling Shao, Alejandro F. Frangi
2017 — conf
Region-Enhanced Joint Dictionary Learning for Cross-Modality Synthesis in Diffusion Tensor Imaging.
SASHIMI@MICCAI
Danyang Wang, Yawen Huang, Alejandro F. Frangi
2017 J jnl
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT.
IEEE Trans. Medical Imaging
Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
2017 — conf
Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets.
SASHIMI@MICCAI
Le Zhang, Ali Gooya, Alejandro F. Frangi
2017 — ed.
Simulation and Synthesis in Medical Imaging - Second International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10, 2017, Proceedings
SASHIMI@MICCAI
Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince
2017 A* conf
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding.
CVPR
Yawen Huang, Ling Shao, Alejandro F. Frangi
2017 J jnl
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images using Weakly-Supervised Joint Convolutional Sparse Coding.
CoRR
Yawen Huang, Ling Shao, Alejandro F. Frangi
2017 J jnl
Support for Taverna workflows in the VPH-Share cloud platform.
Comput. Methods Programs Biomed.
Marek Kasztelnik, Ernesto Coto, Marian Bubak, Maciej Malawski, Piotr Nowakowski, Juan Arenas, Alfredo Saglimbeni, Debora Testi, Alejandro F. Frangi
2016 — conf
A Multi-resolution T-Mixture Model Approach to Robust Group-Wise Alignment of Shapes.
MICCAI (3)
Nishant Ravikumar, Ali Gooya, Serkan Çimen, Alejandro F. Frangi, Zeike A. Taylor
2016 J jnl
A coupled 3D-1D numerical monodomain solver for cardiac electrical activation in the myocardium with detailed Purkinje network.
J. Comput. Phys.
Christian Vergara, Matthias Lange, Simone Palamara, Toni Lassila, Alejandro F. Frangi, Alfio Quarteroni
2016 J jnl
A multi-center milestone study of clinical vertebral CT segmentation.
Comput. Medical Imaging Graph.
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
2016 J jnl
An Algorithm for the Segmentation of Highly Abnormal Hearts Using a Generic Statistical Shape Model.
IEEE Trans. Medical Imaging
Xènia Albà, Marco Pereañez, Corné Hoogendoorn, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi, Karim Lekadir
2016 — conf
Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks.
SASHIMI@MICCAI
Le Zhang, Ali Gooya, Bo Dong, Rui Hua, Steffen E. Petersen, Pau Medrano-Gracia, Alejandro F. Frangi
2016 — conf
Automatic Quality Control for Population Imaging: A Generic Unsupervised Approach.
MICCAI (2)
Mohsen Farzi, Jose M. Pozo, Eugene V. McCloskey, J. Mark Wilkinson, Alejandro F. Frangi
2016 — conf
Automatic construction of patient-specific finite-element mesh of the spine from IVDs and vertebra segmentations.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Isaac Castro-Mateos, Jose M. Pozo, Áron Lazary, Alejandro F. Frangi
2016 A* conf
Color object recognition via cross-domain learning on RGB-D images.
ICRA
Yawen Huang, Fan Zhu, Ling Shao, Alejandro F. Frangi
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
CSI@MICCAI
Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - Third International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers
CSI@MICCAI
Tomaz Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro F. Frangi, Guoyan Zheng, Shuo Li
2016 — conf
Direct Estimation of Wall Shear Stress from Aneurysmal Morphology: A Statistical Approach.
MICCAI (3)
Ali Sarrami-Foroushani, Toni Lassila, Jose M. Pozo, Ali Gooya, Alejandro F. Frangi
2016 J jnl
Editorial for the Special Issue on MICCAI 2015.
Medical Image Anal.
Nassir Navab, Alejandro F. Frangi, William M. Wells III, Andreas K. Maier
2016 J jnl
Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images.
Medical Image Anal.
Rashed Karim, Pranav Bhagirath, Piet Claus, Richard James Housden, Zhong Chen, Zahra Karimaghaloo, Hyon-Mok Sohn, Laura Lara Rodríguez, Sergio Vera, Xènia Albà, Anja Hennemuth, Heinz-Otto Peitgen, Tal Arbel, Miguel Ángel González Ballester, Alejandro F. Frangi, Marco Götte, Reza Razavi, Tobias Schaeffter, Kawal S. Rhode
2016 — conf
Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging.
SASHIMI@MICCAI
Yawen Huang, Leandro Beltrachini, Ling Shao, Alejandro F. Frangi
2016 J jnl
Integration of Multi-Plane Tissue Doppler and B-Mode Echocardiographic Images for Left Ventricular Motion Estimation.
IEEE Trans. Medical Imaging
Antonio R. Porras, Martino Alessandrini, Oana Mirea, Jan D'hooge, Alejandro F. Frangi, Gemma Piella
2016 J jnl
Left-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Constantine Butakoff, Simone Balocco, Federico M. Sukno, Corné Hoogendoorn, Catalina Tobon-Gomez, Gustavo Avegliano, Alejandro F. Frangi
2016 J jnl
Nonparametric Quality Assessment of Natural Images.
IEEE Multim.
Redzuan Abdul Manap, Ling Shao, Alejandro F. Frangi
2016 J jnl
Precision Imaging: more descriptive, predictive and integrative imaging.
Medical Image Anal.
Alejandro F. Frangi, Zeike A. Taylor, Ali Gooya
2016 — conf
Reconstruction of Coronary Artery Centrelines from X-Ray Angiography Using a Mixture of Student's t-Distributions.
MICCAI (3)
Serkan Çimen, Ali Gooya, Nishant Ravikumar, Zeike A. Taylor, Alejandro F. Frangi
2016 J jnl
Reconstruction of coronary arteries from X-ray angiography: A review.
Medical Image Anal.
Serkan Çimen, Ali Gooya, Michael Grass, Alejandro F. Frangi
2016 B conf
Reconstruction of coronary artery centrelines from X-ray rotational angiography using a probabilistic mixture model.
Image Processing
Serkan Çimen, Ali Gooya, Alejandro F. Frangi
2016 B conf
Robust group-wise rigid registration of point sets using t-mixture model.
Image Processing
Nishant Ravikumar, Ali Gooya, Alejandro F. Frangi, Zeike A. Taylor
2016 — ed.
Simulation and Synthesis in Medical Imaging - First International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings
SASHIMI@MICCAI
Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince
2016 J jnl
Statistically-driven 3D fiber reconstruction and denoising from multi-slice cardiac DTI using a Markov random field model.
Medical Image Anal.
Karim Lekadir, Matthias Lange, Veronika A. M. Zimmer, Corné Hoogendoorn, Alejandro F. Frangi
2016 — conf
Tensor-Based Graph-Cut in Riemannian Metric Space and Its Application to Renal Artery Segmentation.
MICCAI (3)
Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori
2015 — conf
3D active shape models of human brain structures: application to patient-specific mesh generation.
Computer-Aided Diagnosis
Nishant Ravikumar, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Zeike A. Taylor
2015 J jnl
A Bayesian Approach to Sparse Model Selection in Statistical Shape Models.
SIAM J. Imaging Sci.
Ali Gooya, Christos Davatzikos, Alejandro F. Frangi
2015 J jnl
A Predictive Model of Vertebral Trabecular Anisotropy From Ex Vivo Micro-CT.
IEEE Trans. Medical Imaging
Karim Lekadir, Corné Hoogendoorn, Javad Hazrati-Marangalou, Zeike A. Taylor, Christopher Noble, Bert van Rietbergen, Alejandro F. Frangi
2015 J jnl
A framework for optimal kernel-based manifold embedding of medical image data.
Comput. Medical Imaging Graph.
Veronika A. M. Zimmer, Karim Lekadir, Corné Hoogendoorn, Alejandro F. Frangi, Gemma Piella
2015 — conf
A non-parametric framework for no-reference image quality assessment.
GlobalSIP
Redzuan Abdul Manap, Alejandro F. Frangi, Ling Shao
2015 J jnl
Accurate Segmentation of Vertebral Bodies and Processes Using Statistical Shape Decomposition and Conditional Models.
IEEE Trans. Medical Imaging
Marco Pereañez, Karim Lekadir, Isaac Castro-Mateos, José María Pozo, Áron Lazary, Alejandro F. Frangi
2015 — conf
Blind image quality assessment via a two-stage non-parametric framework.
ACPR
Redzuan Abdul Manap, Alejandro F. Frangi, Ling Shao
2015 — conf
Deep learning for automatic cell detection in wide-field microscopy zebrafish images.
ISBI
Bo Dong, Ling Shao, Marc Da Costa, Oliver Bandmann, Alejandro F. Frangi
2015 B conf
Discontinuous nonrigid registration using extended free-form deformations.
Image Processing
Rui Hua, Jose M. Pozo, Zeike A. Taylor, Alejandro F. Frangi
2015 — conf
Efficient Numerical Schemes for Computing Cardiac Electrical Activation over Realistic Purkinje Networks: Method and Verification.
FIMH
Matthias Lange, Simone Palamara, Toni Lassila, Christian Vergara, Alfio Quarteroni, Alejandro F. Frangi
2015 — conf
Electrophysiology Model for a Human Heart with Ischemic Scar and Realistic Purkinje Network.
STACOM@MICCAI
Toni Lassila, Matthias Lange, Antonio R. Porras Perez, Karim Lekadir, Xènia Albà, Gemma Piella, Alejandro F. Frangi
2015 — conf
Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling.
IPMI
Ali Gooya, Karim Lekadir, Xènia Albà, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi
2015 — conf
Joint Clustering and Component Analysis of Spatio-Temporal Shape Patterns in Myocardial Infarction.
STACOM@MICCAI
Catarina Pinto, Serkan Çimen, Ali Gooya, Karim Lekadir, Alejandro F. Frangi
2015 — ed.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III
MICCAI (3)
Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi
2015 — ed.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I
MICCAI (1)
Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi
2015 — ed.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II
MICCAI (2)
Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi
2015 — conf
Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease.
IPMI
Alexander Schmidt-Richberg, Ricardo Guerrero, Christian Ledig, Helena Molina-Abril, Alejandro F. Frangi, Daniel Rueckert
2015 — conf
Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation.
STACOM@MICCAI
Marco Pereañez, Karim Lekadir, Xènia Albà, Pau Medrano-Gracia, Alistair A. Young, Alejandro F. Frangi
2015 J jnl
Statistical Interspace Models (SIMs): Application to Robust 3D Spine Segmentation.
IEEE Trans. Medical Imaging
Isaac Castro-Mateos, José María Pozo, Marco Pereañez, Karim Lekadir, Áron Lazary, Alejandro F. Frangi
2015 — conf
Statistical Shape Modeling Using Partial Least Squares: Application to the Assessment of Myocardial Infarction.
STACOM@MICCAI
Karim Lekadir, Xènia Albà, Marco Pereañez, Alejandro F. Frangi
2014 — conf
2D segmentation of intervertebral discs and its degree of degeneration from T2-weighted magnetic resonance images.
Computer-Aided Diagnosis
Isaac Castro-Mateos, José María Pozo, Áron Lazary, Alejandro F. Frangi
2014 J jnl
A framework for the merging of pre-existing and correspondenceless 3D statistical shape models.
Medical Image Anal.
Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi
2014 J jnl
Effect of Statistically Derived Fiber Models on the Estimation of Cardiac Electrical Activation.
IEEE Trans. Biomed. Eng.
Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi
2014 J jnl
Fast training procedure for Viola-Jones type object detectors using Laplacian clutter models.
Pattern Anal. Appl.
Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi
2014 J jnl
Gaussian weak classifiers based on co-occurring Haar-like features for face detection.
Pattern Anal. Appl.
Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi
2014 J jnl
Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images.
IEEE Trans. Medical Imaging
Antonio R. Porras, Martino Alessandrini, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Hervé Delingette, Maxime Sermesant, Jan D'hooge, Alejandro F. Frangi, Gemma Piella
2014 — conf
Reconstruction of Coronary Trees from 3DRA Using a 3D+t Statistical Cardiac Prior.
MICCAI (2)
Serkan Çimen, Corné Hoogendoorn, Paul D. Morris, Julian Gunn, Alejandro F. Frangi
2014 — conf
Reusability of Statistical Shape Models for the Segmentation of Severely Abnormal Hearts.
STACOM
Xènia Albà, Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi
2014 J jnl
Statistical Personalization of Ventricular Fiber Orientation Using Shape Predictors.
IEEE Trans. Medical Imaging
Karim Lekadir, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Ali Pashaei, Alejandro F. Frangi
2014 B conf
Three-Dimensional Deconvolution of Wide Field Microscopy with Sparse Priors: Application to Zebrafish Imagery.
ICPR
Bo Dong, Ling Shao, Alejandro F. Frangi, Oliver Bandmann, Marc Da Costa
2014 — conf
Topo-Geometric Filtration Scheme for Geometric Active Contours and Level Sets: Application to Cerebrovascular Segmentation.
MICCAI (1)
Helena Molina-Abril, Alejandro F. Frangi
2013 J jnl
3D reconstruction of the lumbar vertebrae from anteroposterior and lateral dual-energy X-ray absorptiometry.
Medical Image Anal.
Tristan Whitmarsh, Ludovic Humbert, Luis Miguel del Río Barquero, Silvana Di Gregorio, Alejandro F. Frangi
2013 J jnl
A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT.
IEEE Trans. Medical Imaging
Corné Hoogendoorn, Nicolas Duchateau, Damian Sánchez-Quintana, Tristan Whitmarsh, Federico Sukno, Mathieu De Craene, Karim Lekadir, Alejandro F. Frangi
2013 J jnl
A Virtual Coiling Technique for Image-Based Aneurysm Models by Dynamic Path Planning.
IEEE Trans. Medical Imaging
Hernán G. Morales, Ignacio Larrabide, Arjan J. Geers, Luis San-Román, Jordi Blasco, Juan M. Macho, Alejandro F. Frangi
2013 J jnl
Anatomical Labeling of the Circle of Willis Using Maximum A Posteriori Probability Estimation.
IEEE Trans. Medical Imaging
Hrvoje Bogunovic, José María Pozo, Rubén Cárdenes, Luis San-Román, Alejandro F. Frangi
2013 J jnl
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database.
Medical Image Anal.
Catalina Tobon-Gomez, Mathieu De Craene, Kristin McLeod, Lennart Tautz, Wenzhe Shi, Anja Hennemuth, Adityo Prakosa, H. Wang, Gerry Carr-White, Stam Kapetanakis, Anja Lutz, Volker Rasche, Tobias Schaeffter, Constantine Butakoff, Ola Friman, Tommaso Mansi, Maxime Sermesant, Xiahai Zhuang, Sébastien Ourselin, Heinz-Otto Peitgen, Xavier Pennec, Reza Razavi, Daniel Rueckert, Alejandro F. Frangi, Kawal S. Rhode
2013 J jnl
Characterization and Modeling of the Peripheral Cardiac Conduction System.
IEEE Trans. Medical Imaging
Rafael Sebastián, Viviana Zimmerman, Daniel Romero, Damian Sánchez-Quintana, Alejandro F. Frangi
2013 J jnl
FocusDET, A New Toolbox for SISCOM Analysis. Evaluation of the Registration Accuracy Using Monte Carlo Simulation.
Neuroinformatics
Berta Martí Fuster, Oscar Esteban, Xavier Planes, Pablo Aguiar, Cristina Crespo, Carles Falcón, Gert Wollny, Sebastià Rubí Sureda, Xavier Setoain, Alejandro F. Frangi, María J. Ledesma-Carbayo, Andrés Santos, Javier Pavía, Domènec Ros
2013 — conf
Fusing Correspondenceless 3D Point Distribution Models.
MICCAI (1)
Marco Pereañez, Karim Lekadir, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi
2013 J jnl
Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.
Medical Biol. Eng. Comput.
Jürgen Weese, Alexandra Groth, Hannes Nickisch, Hans Barschdorf, Frank M. Weber, Jérôme Velut, Miguel Castro, Christine Toumoulin, Jean-Louis Coatrieux, Mathieu De Craene, Gemma Piella, Catalina Tobon-Gomez, Alejandro F. Frangi, David C. Barber, Izra Valverde, Yubing Shi, Cristina Staicu, A. Brown, Philipp Beerbaum, D. Rodney Hose
2013 J jnl
Guest Editorial Special Issue on Medical Imaging and Image Computing in Computational Physiology.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Rod D. Hose, Peter J. Hunter, Nicholas Ayache, Dana H. Brooks
2013 — conf
Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom.
Image-Guided Procedures
Ali Pashaei, Gemma Piella, Xavier Planes, Nicolas Duchateau, Teresa María de Caralt, Marta Sitges, Alejandro F. Frangi
2013 J jnl
Interventional Endocardial Motion Estimation from Electroanatomical Mapping Data: Application to Scar Characterization.
IEEE Trans. Biomed. Eng.
Antonio R. Porras, Gemma Piella, Antonio Berruezo, Corné Hoogendoorn, David Andreu, Juan Fernandez-Armenta, Marta Sitges, Alejandro F. Frangi
2013 — conf
Multichannel Foetal Heartbeat Detection by Combining Source Cancellation with Expectation-weighted Estimationof Fiducial Points.
CinC
Luigi Yuri Di Marco, Alberto Marzo, Alejandro F. Frangi
2013 J jnl
Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography.
Medical Image Anal.
Gemma Piella, Mathieu De Craene, Constantine Butakoff, Vicente Grau, Cheng Yao, Shahrum Nedjati-Gilani, Graeme P. Penney, Alejandro F. Frangi
2013 — conf
Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images.
MICCAI (2)
Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi, Gemma Piella
2013 — conf
Patient-Specific Manifold Embedding of Multispectral Images Using Kernel Combinations.
MLMI
Veronika A. M. Zimmer, Roger Fonolla, Karim Lekadir, Gemma Piella, Corné Hoogendoorn, Alejandro F. Frangi
2013 J jnl
Performance assessment of isolation methods for geometrical cerebral aneurysm analysis.
Medical Biol. Eng. Comput.
Rubén Cárdenes, Ignacio Larrabide, Luis San-Román, Alejandro F. Frangi
2013 J jnl
Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes.
Medical Image Anal.
Stéphanie Marchesseau, Hervé Delingette, Maxime Sermesant, Rocío Cabrera Lozoya, Catalina Tobon-Gomez, Philippe Moireau, Rosa M. Figueras i Ventura, Karim Lekadir, Alfredo Hernández, Mireille Garreau, Erwan Donal, Christophe Leclercq, Simon G. Duckett, Kawal S. Rhode, C. Aldo Rinaldi, Alejandro F. Frangi, Reza Razavi, Dominique Chapelle, Nicholas Ayache
2013 — conf
Personalized Modeling of Cardiac Electrophysiology Using Shape-Based Prediction of Fiber Orientation.
STACOM
Karim Lekadir, Ali Pashaei, Corné Hoogendoorn, Marco Pereañez, Xènia Albà, Alejandro F. Frangi
2013 J jnl
RADStation3G: A platform for cardiovascular image analysis integrating PACS, 3D+t visualization and grid computing.
Comput. Methods Programs Biomed.
Frederic Pérez, Jordi Huguet, R. Aguilar, Laura Lara Rodríguez, Ignacio Larrabide, Maria-Cruz Villa-Uriol, J. López, Juan M. Macho, A. Rigo, J. Rosselló, Sergio Vera, Elio Vivas, J. Fernàndez, Antonio Arbona, Alejandro F. Frangi, Javier Herrero Jover, Miguel Ángel González Ballester
2013 J jnl
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.
Medical Biol. Eng. Comput.
Catalina Tobon-Gomez, Nicolas Duchateau, Rafael Sebastián, Stéphanie Marchesseau, Oscar Camara, Erwan Donal, Mathieu De Craene, Ali Pashaei, Jatin Relan, M. Steghofer, Pablo Lamata, Hervé Delingette, Simon G. Duckett, Mireille Garreau, Alfredo Hernández, Kawal S. Rhode, Maxime Sermesant, Nicholas Ayache, Christophe Leclercq, Reza Razavi, Nicolas Smith, Alejandro F. Frangi
2012 — conf
3D fusion of cine and late-enhanced cardiac magnetic resonance images.
ISBI
Lucilio Cordero-Grande, Susana Merino-Caviedes, Xènia Albà, Rosa M. Figueras i Ventura, Alejandro F. Frangi, Carlos Alberola-López
2012 — conf
3D reconstruction of coronary arteries from rotational X-ray angiography.
ISBI
Rubén Cárdenes, Alexey Novikov, Julian Gunn, Rod D. Hose, Alejandro F. Frangi
2012 — conf
3D reconstruction of intervertebral discs from T1-weighted magnetic resonance images.
ISBI
Isaac Castro-Mateos, Ludovic Humbert, Tristan Whitmarsh, Áron Lazary, Luis Miguel del Río Barquero, Alejandro F. Frangi
2012 — conf
Age-Related Changes in Vertebral Morphometry by Statistical Shape Analysis.
MeshMed
Tristan Whitmarsh, Luis Miguel del Río Barquero, Silvana Di Gregorio, Jorge Malouf Sierra, Ludovic Humbert, Alejandro F. Frangi
2012 — conf
An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring.
STACOM
Pau Medrano-Gracia, Avan Suinesiaputra, Brett R. Cowan, David A. Bluemke, Alejandro F. Frangi, Daniel C. Lee, João A. C. Lima, Alistair A. Young
2012 J jnl
An Experimental Evaluation of Three Classifiers for Use in Self-Updating Face Recognition Systems.
IEEE Trans. Inf. Forensics Secur.
Sri-Kaushik Pavani, Federico Sukno, David Delgado-Gómez, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi
2012 J jnl
AngioLab - A software tool for morphological analysis and endovascular treatment planning of intracranial aneurysms.
Comput. Methods Programs Biomed.
Ignacio Larrabide, Maria-Cruz Villa-Uriol, Rubén Cárdenes, Valeria Barbarito, Luigi Carotenuto, Arjan J. Geers, Hernán G. Morales, José María Pozo, Marco D. Mazzeo, Hrvoje Bogunovic, Pedro Omedas, Chiara Riccobene, Juan M. Macho, Alejandro F. Frangi
2012 — conf
Automated Personalised Human Left Ventricular FE Models to Investigate Heart Failure Mechanics.
STACOM
Vicky Y. Wang, Corné Hoogendoorn, Alejandro F. Frangi, Brett R. Cowan, Peter J. Hunter, Alistair A. Young, Martyn P. Nash
2012 J jnl
Automated landmarking and geometric characterization of the carotid siphon.
Medical Image Anal.
Hrvoje Bogunovic, José María Pozo, Rubén Cárdenes, Maria-Cruz Villa-Uriol, Raphaël Blanc, Michel Piotin, Alejandro F. Frangi
2012 J jnl
Cardiac motion estimation by joint alignment of tagged MRI sequences.
Medical Image Anal.
Estanislao Oubel, Mathieu De Craene, Alfred O. Hero III, Amir Pourmorteza, Marina Huguet, Gustavo Avegliano, Bart H. Bijnens, Alejandro F. Frangi
2012 — conf
Comparison of two techniques of endovascular coil modeling in cerebral aneurysms using CFD.
ISBI
Hernán G. Morales, Ignacio Larrabide, Martha L. Aguilar, Arjan J. Geers, Juan M. Macho, Luis San-Román, Alejandro F. Frangi
2012 — conf
Conical deformable model for myocardial segmentation in late-enhanced MRI.
ISBI
Xènia Albà, Rosa M. Figueras i Ventura, Karim Lekadir, Alejandro F. Frangi
2012 J jnl
Constrained manifold learning for the characterization of pathological deviations from normality.
Medical Image Anal.
Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi
2012 — conf
Effect of coil surface area on the hemodynamics of a patient-specific intracranial aneurysm: A computational study.
ISBI
Martha L. Aguilar, Hernán G. Morales, Ignacio Larrabide, Juan M. Macho, Luis San-Román, Alejandro F. Frangi
2012 — conf
Endocardial motion estimation from electro-anatomical data.
ISBI
Antonio R. Porras, Gemma Piella, Corné Hoogendoorn, David Andreu, Antonio Berruezo, Alejandro F. Frangi
2012 J jnl
Fast virtual deployment of self-expandable stents: Method and in vitro evaluation for intracranial aneurysmal stenting.
Medical Image Anal.
Ignacio Larrabide, Minsuok Kim, Luca Augsburger, Maria-Cruz Villa-Uriol, Daniel A. Rüfenacht, Alejandro F. Frangi
2012 — conf
Femoral strength prediction using a 3D reconstruction method from Dual-energy X-ray Absorptiometry.
ISBI
Ludovic Humbert, Tristan Whitmarsh, Karl D. Fritscher, Luis Miguel del Río Barquero, Felix Eckstein, Thomas M. Link, Rainer Schubert, Alejandro F. Frangi
2012 J jnl
Full Multiresolution Active Shape Models.
J. Math. Imaging Vis.
Juan J. Cerrolaza, Arantxa Villanueva, Federico Sukno, Constantine Butakoff, Alejandro F. Frangi, Rafael Cabeza
2012 — conf
Healthy and Scar Myocardial Tissue Classification in DE-MRI.
STACOM
Xènia Albà, Rosa M. Figueras i Ventura, Karim Lekadir, Alejandro F. Frangi
2012 — conf
Integration of different cardiac electrophysiological models into a single simulation pipeline.
ISBI
Oscar Camara, Maxime Sermesant, Pablo Lamata, Linwei Wang, Mihaela Pop, Jatin Relan, Mathieu De Craene, Hervé Delingette, Huafeng Liu, Steven A. Niederer, Ali Pashaei, Gernot Plank, Daniel Romero, Rafael Sebastián, Ken C. L. Wong, Heye Zhang, Nicholas Ayache, Alejandro F. Frangi, Pengcheng Shi, Nic Smith, Graham A. Wright
2012 — conf
Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes.
MICCAI (3)
Karim Lekadir, Alejandro F. Frangi, Guang-Zhong Yang
2012 Misc conf
Quantitative Assessment of Estimation Approaches for Mining over Incomplete Data in Complex Biomedical Spaces: A Case Study on Cerebral Aneurysms.
PACBB
Jesus Bisbal, Gerhard Engelbrecht, Alejandro F. Frangi
2012 — conf
SPM to the heart: Mapping of 4D continuous velocities for motion abnormality quantification.
ISBI
Mathieu De Craene, Nicolas Duchateau, Catalina Tobon-Gomez, Babak Ghafaryasl, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi
2012 — conf
Session MP7a: Medical image analysis.
ACSCC
Alejandro F. Frangi
2012 — conf
Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing.
STACOM
Gemma Piella, Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Alejandro F. Frangi
2012 J jnl
Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography.
Medical Image Anal.
Mathieu De Craene, Gemma Piella, Oscar Camara, Nicolas Duchateau, Etelvino Silva, Adelina Doltra, Jan D'hooge, Josep Brugada, Marta Sitges, Alejandro F. Frangi
2012 — conf
Unsupervised segmentation and personalised FE modelling of in vivo human myocardial mechanics based on an MRI atlas.
ISBI
Vicky Y. Wang, Corné Hoogendoorn, Gerhard Engelbrecht, Alejandro F. Frangi, Alistair A. Young, Peter J. Hunter, Martyn P. Nash
2011 — conf
3D Modeling of Coronary Artery Bifurcations from CTA and Conventional Coronary Angiography.
MICCAI (3)
Rubén Cárdenes, José-Luis Díez, Ignacio Larrabide, Hrvoje Bogunovic, Alejandro F. Frangi
2011 — conf
A Multimodal Database for the 1 st Cardiac Motion Analysis Challenge.
STACOM
Catalina Tobon-Gomez, Mathieu De Craene, Annette Dahl, Stam Kapetanakis, Gerry Carr-White, Anja Lutz, Volker Rasche, Patrick Etyngier, Sebastian Kozerke, Tobias Schaeffter, Chiara Riccobene, Yves Martelli, Oscar Camara, Alejandro F. Frangi, Kawal S. Rhode
2011 — conf
A Statistical Model of Shape and Bone Mineral Density Distribution of the Proximal Femur for Fracture Risk Assessment.
MICCAI (2)
Tristan Whitmarsh, Karl D. Fritscher, Ludovic Humbert, Luis Miguel del Río Barquero, Tobias Roth, Christian Kammerlander, Michael Blauth, Rainer Schubert, Alejandro F. Frangi
2011 J jnl
A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities.
Medical Image Anal.
Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Etelvino Silva, Adelina Doltra, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi
2011 — conf
Anatomical Labeling of the Anterior Circulation of the Circle of Willis Using Maximum a Posteriori Classification.
MICCAI (3)
Hrvoje Bogunovic, José María Pozo, Rubén Cárdenes, Alejandro F. Frangi
2011 J jnl
Automatic Aneurysm Neck Detection Using Surface Voronoi Diagrams.
IEEE Trans. Medical Imaging
Rubén Cárdenes, José María Pozo, Hrvoje Bogunovic, Ignacio Larrabide, Alejandro F. Frangi
2011 — conf
Cardiac Deformation from Electro-Anatomical Mapping Data: Application to Scar Characterization.
FIMH
Antonio R. Porras, Gemma Piella, Oscar Camara, Etelvino Silva, David Andreu, Antonio Berruezo, Alejandro F. Frangi
2011 — conf
Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning.
MICCAI (3)
Nicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi
2011 J jnl
Construction of a Computational Anatomical Model of the Peripheral Cardiac Conduction System.
IEEE Trans. Biomed. Eng.
Rafael Sebastián, Viviana Zimmerman, Daniel Romero, Alejandro F. Frangi
2011 J jnl
Editorial: Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-1.
IEEE Trans. Biomed. Eng.
Alejandro F. Frangi, Jean-Louis Coatrieux, Grace C. Y. Peng, David Z. D'Argenio, Vasilis Z. Marmarelis, Anushka Michailova
2011 J jnl
Editorial: TBME Letters Special Issue on Multiscale Modeling and Analysis in Computational Biology and Medicine - Part-2.
IEEE Trans. Biomed. Eng.
Jean-Louis Coatrieux, Alejandro F. Frangi, Grace C. Y. Peng, David Z. D'Argenio, Vasilis Z. Marmarelis, Anushka Michailova
2011 — conf
Effect of Scar Development on Fast Electrophysiological Models of the Human Heart: In-Silico Study on Atlas-Based Virtual Populations.
FIMH
Ali Pashaei, Corné Hoogendoorn, Rafael Sebastián, Daniel Romero, Oscar Camara, Alejandro F. Frangi
2011 J jnl
Efficient 3D Geometric and Zernike Moments Computation from Unstructured Surface Meshes.
IEEE Trans. Pattern Anal. Mach. Intell.
Jose M. Pozo, Maria-Cruz Villa-Uriol, Alejandro F. Frangi
2011 J jnl
Fast Multiscale Modeling of Cardiac Electrophysiology Including Purkinje System.
IEEE Trans. Biomed. Eng.
Ali Pashaei, Daniel Romero, Rafael Sebastián, Oscar Camara, Alejandro F. Frangi
2011 — conf
Hip fracture discrimination using 3D reconstructions from Dual-energy X-ray Absorptiometry.
ISBI
Tristan Whitmarsh, Karl D. Fritscher, Ludovic Humbert, Luis Miguel del Río Barquero, Rainer Schubert, Alejandro F. Frangi
2011 — conf
In-vitro verification of CFD simulations for predicting flow in a stented aneurysm model.
ISBI
Qi Sun, Alexandra Groth, Ignacio Larrabide, Salvatore Cito, Martha L. Aguilar, Alejandro F. Frangi, Vitor Mendes Pereira, Rafik Ouared, Olivier Brina, Til Aach
2011 — conf
Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences.
FIMH
Gemma Piella, Mathieu De Craene, Cheng Yao, Graeme P. Penney, Alejandro F. Frangi
2011 — conf
Order Statistic Based Cardiac Boundary Detection in 3D+t Echocardiograms.
FIMH
Constantine Butakoff, Federico Sukno, Adelina Doltra, Etelvino Silva, Marta Sitges, Alejandro F. Frangi
2011 — conf
Prediction of Cerebral Aneurysm Rupture Using Hemodynamic, Morphologic and Clinical Features: A Data Mining Approach.
DEXA (2)
Jesus Bisbal, Gerhard Engelbrecht, Maria-Cruz Villa-Uriol, Alejandro F. Frangi
2011 — conf
Predictive Modeling of Cardiac Fiber Orientation Using the Knutsson Mapping.
MICCAI (2)
Karim Lekadir, Babak Ghafaryasl, Emma Muñoz-Moreno, Constantine Butakoff, Corné Hoogendoorn, Alejandro F. Frangi
2011 J jnl
Reconstructing the 3D Shape and Bone Mineral Density Distribution of the Proximal Femur From Dual-Energy X-Ray Absorptiometry.
IEEE Trans. Medical Imaging
Tristan Whitmarsh, Ludovic Humbert, Mathieu De Craene, Luis Miguel del Río Barquero, Alejandro F. Frangi
2011 — conf
Sensitivity Analysis of Mesh Warping and Subsampling Strategies for Generating Large Scale Electrophysiological Simulation Data.
FIMH
Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi
2011 — conf
Slice-Based Combination of Rest and Dobutamine-Stress Cardiac MRI Using a Statistical Motion Model to Identify Myocardial Infarction: Validation against Contrast-Enhanced MRI.
FIMH
Avan Suinesiaputra, Alejandro F. Frangi, Theodorus Kaandorp, Hildo J. Lamb, Jeroen J. Bax, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2011 — conf
Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences.
STACOM
Mathieu De Craene, Catalina Tobon-Gomez, Constantine Butakoff, Nicolas Duchateau, Gemma Piella, Kawal S. Rhode, Alejandro F. Frangi
2011 — conf
Towards High Resolution Computational Models of the Cardiac Conduction System: A Pipeline for Characterization of Purkinje-Ventricular-Junctions.
FIMH
Daniel Romero, Frank B. Sachse, Rafael Sebastián, Alejandro F. Frangi
2011 — conf
Virtual Coiling of Intracranial Aneurysms Based on Dynamic Path Planning.
MICCAI (1)
Hernán G. Morales, Ignacio Larrabide, Minsuok Kim, Maria-Cruz Villa-Uriol, Juan M. Macho, Jordi Blasco, Luis San-Román, Alejandro F. Frangi
2010 B conf
3D bone mineral density distribution and shape reconstruction of the proximal femur from a single simulated DXA image: an in vitro study.
Image Processing
Tristan Whitmarsh, Ludovic Humbert, Mathieu De Craene, Luis Miguel del Río Barquero, Karl D. Fritscher, Rainer Schubert, Felix Eckstein, Thomas M. Link, Alejandro F. Frangi
2010 — conf
3D reconstruction of both shape and bone mineral density distribution of the femur from DXA images.
ISBI
Ludovic Humbert, Tristan Whitmarsh, Mathieu De Craene, Luis Miguel del Río Barquero, Karl D. Fritscher, Rainer Schubert, Felix Eckstein, Thomas M. Link, Alejandro F. Frangi
2010 J jnl
@neurIST: Infrastructure for Advanced Disease Management Through Integration of Heterogeneous Data, Computing, and Complex Processing Services.
IEEE Trans. Inf. Technol. Biomed.
Siegfried Benkner, Antonio Arbona, Guntram Berti, Alessandro Chiarini, Robert Dunlop, Gerhard Engelbrecht, Alejandro F. Frangi, Christoph M. Friedrich, S. Hanser, Peer Hasselmeyer, Rod D. Hose, Jimison Iavindrasana, Martin Koehler, Luigi Lo Iacono, Guy Lonsdale, Rodolphe Meyer, Bob Moore, Hariharan Rajasekaran, Paul E. Summers, Alexander Wöhrer, Steven Wood
2010 B conf
A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction.
Image Processing
Corné Hoogendoorn, Tristan Whitmarsh, Nicolas Duchateau, Federico M. Sukno, Mathieu De Craene, Alejandro F. Frangi
2010 B conf
Archetype-based semantic mediation: Incremental provisioning of data services.
CBMS
Jesus Bisbal, Gerhard Engelbrecht, Alejandro F. Frangi
2010 — conf
Automatic Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model.
MICCAI (1)
Hui Sun, Alejandro F. Frangi, Hongzhi Wang, Federico Sukno, Catalina Tobon-Gomez, Paul A. Yushkevich
2010 — conf
Bilinear point distribution models for heart motion analysis.
ISBI
Rosa M. Figueras i Ventura, Corné Hoogendoorn, Federico Sukno, Alejandro F. Frangi
2010 B conf
Evaluation of an efficient GPU implementation of digitally reconstructed radiographs in 3D/2D image registration.
Image Processing
Chong Zhang, Maria-Cruz Villa-Uriol, Alejandro F. Frangi
2010 B conf
Fast 3D centerline computation for tubular structures by front collapsing and fast marching.
ICIP
Rubén Cárdenes, Hrvoje Bogunovic, Alejandro F. Frangi
2010 J jnl
Haar-like features with optimally weighted rectangles for rapid object detection.
Pattern Recognit.
Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi
2010 — conf
Influence of Geometric Variations on LV Activation Times: A Study on an Atlas-Based Virtual Population.
STACOM/CESC
Corné Hoogendoorn, Ali Pashaei, Rafael Sebastián, Federico Sukno, Oscar Camara, Alejandro F. Frangi
2010 J jnl
Multi-view face segmentation using fusion of statistical shape and appearance models.
Comput. Vis. Image Underst.
Constantine Butakoff, Alejandro F. Frangi
2010 — conf
Personalization of Fast Conduction Purkinje System in Eikonal-Based Electrophysiological Models with Optical Mapping Data.
STACOM/CESC
Oscar Camara, Ali Pashaei, Rafael Sebastián, Alejandro F. Frangi
2010 — conf
Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images.
MICCAI (1)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Alejandro F. Frangi, Cesar Palencia
2010 J jnl
Projective active shape models for pose-variant image analysis of quasi-planar objects: Application to facial analysis.
Pattern Recognit.
Federico Sukno, José Jesús Guerrero, Alejandro F. Frangi
2010 B conf
Sparse active shape models: influence of the interpolation kernel on segmentation accuracy and speed.
Image Processing
Federico M. Sukno, Constantine Butakoff, Bart H. Bijnens, Alejandro F. Frangi
2010 B conf
Spatial normalization of cardiac Diffusion Tensor Imaging for modeling the muscular structure of the myocardium.
ICIP
Emma Muñoz-Moreno, Alejandro F. Frangi
2010 J jnl
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).
IEEE Trans. Pattern Anal. Mach. Intell.
Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Van-Bao Ly, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico Sukno, Sri-Kaushik Pavani, Alejandro F. Frangi, Lale Akarun, Arman Savran
2010 — conf
Towards negotiable SLA-based QoS support for biomedical data services.
GRID
Gerhard Engelbrecht, Jesus Bisbal, Siegfried Benkner, Alejandro F. Frangi
2009 J jnl
3D Edge Detection by Selection of Level Surface Patches.
J. Math. Imaging Vis.
Enric Meinhardt, Ernesto Zacur, Alejandro F. Frangi, Vicent Caselles
2009 — conf
A Confidence-Based Update Rule for Self-updating Human Face Recognition Systems.
ICB
Sri-Kaushik Pavani, Federico Sukno, Constantine Butakoff, Xavier Planes, Alejandro F. Frangi
2009 C conf
A Rapidly Trainable and Global Illumination Invariant Object Detection System.
CIARP
Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi
2009 — conf
An Integrative Approach to Cerebrovascular Disease Healthcare: IT for Cerebral Aneurysms.
ISBI
Paul N. Watton, Alejandro F. Frangi, Yiannis Ventikos
2009 J jnl
Automated Detection of Regional Wall Motion Abnormalities Based on a Statistical Model Applied to Multislice Short-Axis Cardiac MR Images.
IEEE Trans. Medical Imaging
Avan Suinesiaputra, Alejandro F. Frangi, Theodorus Kaandorp, Hildo J. Lamb, Jeroen J. Bax, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2009 C conf
Automatic Assessment of Eye Blinking Patterns through Statistical Shape Models.
ICVS
Federico Sukno, Sri-Kaushik Pavani, Constantine Butakoff, Alejandro F. Frangi
2009 J jnl
Bilinear Models for Spatio-Temporal Point Distribution Analysis.
Int. J. Comput. Vis.
Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi
2009 — conf
Cardiac Motion Estimation from Intracardiac Electrical Mapping Data: Identifying a Septal Flash in Heart Failure.
FIMH
Oscar Camara, Steffen Oeltze, Mathieu De Craene, Rafael Sebastián, Etel Silva, David Tamborero, Lluís Mont, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi
2009 — conf
Estimating Continuous 4D Wall Motion of Cerebral Aneurysms from 3D Rotational Angiography.
MICCAI (1)
Chong Zhang, Mathieu De Craene, Maria-Cruz Villa-Uriol, Jose M. Pozo, Bart H. Bijnens, Alejandro F. Frangi
2009 — conf
GIMIAS: An Open Source Framework for Efficient Development of Research Tools and Clinical Prototypes.
FIMH
Ignacio Larrabide, Pedro Omedas, Yves Martelli, Xavier Planes, Maarten Nieber, Juan A. Moya, Constantine Butakoff, Rafael Sebastián, Oscar Camara, Mathieu De Craene, Bart H. Bijnens, Alejandro F. Frangi
2009 C conf
Gaussian Weak Classifiers Based on Haar-Like Features with Four Rectangles for Real-time Face Detection.
CAIP
Sri-Kaushik Pavani, David Delgado-Gómez, Alejandro F. Frangi
2009 — conf
Hemodynamic Alterations of a Patient-Specific Intracranial Aneurysm Induced by Virtual Deployment of Stents in Various Axial Orientation.
ISBI
Minsuok Kim, Ignacio Larrabide, Maria-Cruz Villa-Uriol, Alejandro F. Frangi
2009 — conf
Large Diffeomorphic FFD Registration for Motion and Strain Quantification from 3D-US Sequences.
FIMH
Mathieu De Craene, Oscar Camara, Bart H. Bijnens, Alejandro F. Frangi
2009 J jnl
Morphodynamic Analysis of Cerebral Aneurysm Pulsation From Time-Resolved Rotational Angiography.
IEEE Trans. Medical Imaging
Chong Zhang, Maria-Cruz Villa-Uriol, Mathieu De Craene, Jose M. Pozo, Alejandro F. Frangi
2009 — conf
Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging.
FIMH
Oscar Camara, Estanislao Oubel, Gemma Piella, Simone Balocco, Mathieu De Craene, Alejandro F. Frangi
2009 B conf
Non-stationary diffeomorphic registration: application to endo-vascular treatment monitoring.
Image Processing
Mathieu De Craene, Oscar Camara, Bart H. Bijnens, Alejandro F. Frangi
2009 — conf
Reproducibility of Image-Based Computational Hemodynamics in Intracranial Aneurysms: Comparison of CTA and 3DRA.
ISBI
Arjan J. Geers, Ignacio Larrabide, Alessandro Radaelli, Hrvoje Bogunovic, Hugo A. F. Gratama van Andel, Charles B. L. M. Majoie, Alejandro F. Frangi
2009 — conf
Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion.
MICCAI (1)
Nicolas Duchateau, Mathieu De Craene, Etel Silva, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi
2009 J jnl
Similarity-based Fisherfaces.
Pattern Recognit. Lett.
David Delgado-Gómez, Jens Fagertun, Bjarne K. Ersbøll, Federico Sukno, Alejandro F. Frangi
2009 — conf
The Purkinje System and Cardiac Geometry: Assessing Their Influence on the Paced Heart.
FIMH
Daniel Romero, Rafael Sebastián, Bart H. Bijnens, Viviana Zimmerman, Patrick M. Boyle, Edward J. Vigmond, Alejandro F. Frangi
2009 J jnl
The Role of Computational Fluid Dynamics in the Management of Unruptured Intracranial Aneurysms: A Clinicians' View.
Comput. Intell. Neurosci.
Pankaj Kumar Singh, Alberto Marzo, Stuart C. Coley, Guntram Berti, Philippe Bijlenga, Patricia V. Lawford, Maria-Cruz Villa-Uriol, Daniel A. Rüfenacht, Keith M. McCormack, Alejandro F. Frangi, Umang J. Patel, D. Rodney Hose
2009 — conf
Ventricular Wall Thickness Analysis in Acute Myocardial Infarction and Hypertrophic Cardiomyopathy.
ISBI
Hui Sun, Catalina Tobon-Gomez, Sandhitsu R. Das, Marina Huguet, Paul A. Yushkevich, Alejandro F. Frangi
2008 — conf
@neurIST - Chronic Disease Management through Integration of Heterogeneous Data and Computer-interpretable Guideline Services.
HealthGrid
Robert Dunlop, Antonio Arbona, Hariharan Rajasekaran, Luigi Lo Iacono, Jochen Fingberg, Paul E. Summers, Siegfried Benkner, Gerhard Engelbrecht, Alessandro Chiarini, Christoph M. Friedrich, Bob Moore, Philippe Bijlenga, Jimison Iavindrasana, Rod D. Hose, Alejandro F. Frangi
2008 B conf
@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services.
CBMS
Hariharan Rajasekaran, Luigi Lo Iacono, Peer Hasselmeyer, Jochen Fingberg, Paul E. Summers, Siegfried Benkner, Gerhard Engelbrecht, Antonio Arbona, Alessandro Chiarini, Christoph M. Friedrich, Martin Hofmann-Apitius, Kai Kumpf, Bob Moore, Philippe Bijlenga, Jimison Iavindrasana, Henning Müller, Rod D. Hose, Robert Dunlop, Alejandro F. Frangi
2008 J jnl
Automatic Construction of 3D-ASM Intensity Models by Simulating Image Acquisition: Application to Myocardial Gated SPECT Studies.
IEEE Trans. Medical Imaging
Catalina Tobon-Gomez, Constantine Butakoff, S. Aguade, Federico Sukno, G. Moragas, Alejandro F. Frangi
2008 — conf
Branching medial models for cardiac shape representation.
ISBI
Hui Sun, Brian B. Avants, Alejandro F. Frangi, Sebastián Ordas, James C. Gee, Paul A. Yushkevich
2008 — conf
Cardiac Medial Modeling and Time-Course Heart Wall Thickness Analysis.
MICCAI (2)
Hui Sun, Brian B. Avants, Alejandro F. Frangi, Federico Sukno, James C. Gee, Paul A. Yushkevich
2008 — conf
Coil compaction and aneurysm growth: image-based quantification using non-rigid registration.
Computer-Aided Diagnosis
Mathieu De Craene, José María Pozo, Maria-Cruz Villa-Uriol, Elio Vivas, Teresa Sola, Leopoldo Guimaraens, Jordi Blasco, Juan M. Macho, Alejandro F. Frangi
2008 — conf
Fast Virtual Stenting with Deformable Meshes: Application to Intracranial Aneurysms.
MICCAI (2)
Ignacio Larrabide, Alessandro Radaelli, Alejandro F. Frangi
2008 B conf
Image intensity standardization in 3D rotational angiography and its application to vascular segmentation.
Image Processing
Hrvoje Bogunovic, Alessandro G. Radaelli, Mathieu De Craene, David Delgado-Gómez, Alejandro F. Frangi
2008 — conf
Modeling the influence of the VV delay for CRT on the electrical activation patterns in absence of conduction through the AV node.
Image-Guided Procedures
D. A. Romero, Rafael Sebastián, Gernot Plank, Edward J. Vigmond, Alejandro F. Frangi
2008 J jnl
Reliability Estimation for Statistical Shape Models.
IEEE Trans. Image Process.
Federico Sukno, Alejandro F. Frangi
2008 — conf
The @neurIST project.
HealthGrid
Jimison Iavindrasana, Luigi Lo Iacono, Henning Müller, Ivan Periz, Paul E. Summers, Jessica Wright, Christoph M. Friedrich, Holger Dach, Tobias Gattermayer, Gerhard Engelbrecht, Siegfried Benkner, Martin Hofmann-Apitius, Robert Dunlop, Antonio Arbona, Hariharan Rajasekaran, Jochen Fingberg, Alessandro Chiarini, Bob Moore, Philippe Bijlenga, Rod D. Hose, Alejandro F. Frangi
2008 — conf
Towards Regional Elastography of Intracranial Aneurysms.
MICCAI (2)
Simone Balocco, Oscar Camara, Alejandro F. Frangi
2007 — conf
A Point-Wise Quantification of Asymmetry Using Deformation Fields: Application to the Study of the Crouzon Mouse Model.
MICCAI (2)
Hildur Ólafsdóttir, Stéphanie Lanche, Tron A. Darvann, Nuno V. Hermann, Rasmus Larsen, Bjarne K. Ersbøll, Estanislao Oubel, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg
2007 J jnl
Active Shape Models with Invariant Optimal Features: Application to Facial Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi
2007 A* conf
Bilinear Models for Spatio-Temporal Point Distribution Analysis: Application to Extrapolation of Whole Heart Cardiac Dynamics.
ICCV
Corné Hoogendoorn, Federico Sukno, Sebastián Ordas, Alejandro F. Frangi
2007 B conf
Craniofacial statistical deformation models of wild-type mice and Crouzon mice.
Image Processing
Hildur Ólafsdóttir, Tron A. Darvann, Bjarne K. Ersbøll, Nuno V. Hermann, Estanislao Oubel, Rasmus Larsen, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg
2007 J jnl
Efficient computational fluid dynamics mesh generation by image registration.
Medical Image Anal.
David C. Barber, Estanislao Oubel, Alejandro F. Frangi, Rod D. Hose
2007 — conf
Estimation of Independent Non-Linear Deformation Modes for Analysis of Craniofacial Malformations in Crouzon Mice.
ISBI
Michael Sass Hansen, Hildur Ólafsdóttir, Tron A. Darvann, Nuno V. Hermann, Estanislao Oubel, Rasmus Larsen, Bjarne K. Ersbøll, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg
2007 — conf
Exploring Reliability for Automatic Identity Verification with Statistical Shape Models.
AutoID
Federico Sukno, Alejandro F. Frangi
2007 J jnl
Morphological Characterization of Intracranial Aneurysms Using 3-D Moment Invariants.
IEEE Trans. Medical Imaging
Raul Daniel Millan, Laura Dempere-Marco, Jose M. Pozo, Juan R. Cebral, Alejandro F. Frangi
2007 — conf
Multiview Registration of Cardiac Tagging Mri Images.
ISBI
Estanislao Oubel, Mathieu De Craene, Mattia Gazzola, Alfred O. Hero III, Alejandro F. Frangi
2007 J jnl
Non-parametric geodesic active regions: Method and evaluation for cerebral aneurysms segmentation in 3DRA and CTA.
Medical Image Anal.
Monica Hernandez, Alejandro F. Frangi
2007 — conf
Sparse Statistical Deformation Model for the Analysis of Craniofacial Malformations in the Crouzon Mouse.
SCIA
Hildur Ólafsdóttir, Michael Sass Hansen, Karl Sjöstrand, Tron A. Darvann, Nuno V. Hermann, Estanislao Oubel, Bjarne K. Ersbøll, Rasmus Larsen, Alejandro F. Frangi, Per Larsen, Chad A. Perlyn, Gillian M. Morriss-Kay, Sven Kreiborg
2007 J jnl
Understanding Cerebral Aneurysms - The @neurIST Project.
ERCIM News
Alejandro F. Frangi, Aurelio Ruiz, Martin Hofmann-Apitius
2006 — ch.
3D Active Shape and Appearance Models in Cardiac Image Analysis.
Handbook of Mathematical Models in Computer Vision
B. Legeveldt, Alejandro F. Frangi, Steven C. Mitchell, Hans C. van Assen, Sebastián Ordas, Johan H. C. Reiber, Milan Sonka
2006 J jnl
A Framework for Weighted Fusion of Multiple Statistical Models of Shape and Appearance.
IEEE Trans. Pattern Anal. Mach. Intell.
Constantine Butakoff, Alejandro F. Frangi
2006 — conf
Automatic Pose Correction for Local Feature-Based Face Authentication.
AMDO
Daniel González-Jiménez, Federico Sukno, José Luis Alba-Castro, Alejandro F. Frangi
2006 — conf
CFD Analysis Incorporating the Influence of Wall Motion: Application to Intracranial Aneurysms.
MICCAI (2)
Laura Dempere-Marco, Estanislao Oubel, Marcelo Adrián Castro, Christopher M. Putman, Alejandro F. Frangi, Juan R. Cebral
2006 B conf
Cardiac motion estimation by using high-dimensional features and K-means clustering method.
Image Processing
Estanislao Oubel, Alfred O. Hero III, Alejandro F. Frangi
2006 — conf
Complex wavelets for registration of tagged MRI sequences.
ISBI
Estanislao Oubel, Alejandro F. Frangi, Alfred O. Hero III
2006 J jnl
Editorial.
Medical Image Anal.
Alejandro F. Frangi, Petia Radeva, Andrés Santos
2006 — conf
Efficient reconstruction of cardiac LV surfaces using a 3D sparse ASM.
ISBI
Hans C. van Assen, Alejandro F. Frangi, Mikhail G. Danilouchkine, Sebastián Ordas, Jos J. M. Westenberg, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2006 — conf
Outlook for Grid Service technologies within the @neurIST eHealth environment.
HealthGrid
Antonio Arbona, Siegfried Benkner, Jochen Fingberg, Alejandro F. Frangi, M. Hofmann, D. Rodney Hose, Guy Lonsdale, Daniel A. Rüfenacht, Marco Viceconti
2006 J jnl
SPASM: A 3D-ASM for segmentation of sparse and arbitrarily oriented cardiac MRI data.
Medical Image Anal.
Hans C. van Assen, Mikhail G. Danilouchkine, Alejandro F. Frangi, Sebastián Ordas, Jos J. M. Westenberg, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2005 — conf
Active Shape Models with Invariant Optimal Features (IOF-ASMs).
AVBPA
Federico Sukno, Sebastián Ordas, Constantine Butakoff, Santiago Cruz, Alejandro F. Frangi
2005 — conf
Automatic Prediction of Myocardial Contractility Improvement in Stress MRI Using Shape Morphometrics with Independent Component Analysis.
IPMI
Avan Suinesiaputra, Alejandro F. Frangi, Hildo J. Lamb, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2005 J jnl
Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity.
IEEE Trans. Medical Imaging
Juan R. Cebral, Marcelo Adrián Castro, Sunil Appanaboyina, Christopher M. Putman, Daniel Millan, Alejandro F. Frangi
2005 — ed.
Functional Imaging and Modeling of the Heart, Third International Workshop, FIMH 2005, Barcelona, Spain, June 2-4, 2005, Proceedings
FIMH
Alejandro F. Frangi, Petia Radeva, Andrés Santos, Monica Hernandez
2005 J jnl
KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Jian Yang, Alejandro F. Frangi, Jing-Yu Yang, David Zhang, Zhong Jin
2005 — conf
Lip Reading for Robust Speech Recognition on Embedded Devices.
ICASSP (1)
Jesus F. Guitarte Perez, Alejandro F. Frangi, Eduardo Lleida-Solano, Klaus Lukas
2005 — conf
Myocardial Motion Estimation in Tagged MR Sequences by Using
MICCAI (2)
Estanislao Oubel, Catalina Tobon-Gomez, Alfred O. Hero III, Alejandro F. Frangi
2005 — conf
Parametric Optimization of a Model-Based Segmentation Algorithm for Cardiac MR Image Analysis: A Grid-Computing Approach.
HealthGrid
Sebastián Ordas, Hans C. van Assen, Jesús Puente, Boudewijn P. F. Lelieveldt, Alejandro F. Frangi
2005 — conf
SPASM: Segmentation of Sparse and Arbitrarily Oriented Cardiac MRI Data Using a 3D-ASM.
FIMH
Hans C. van Assen, Mikhail G. Danilouchkine, Alejandro F. Frangi, Sebastián Ordas, Jos J. M. Westenberg, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2005 — conf
Statistical Modeling and Segmentation in Cardiac MRI Using a Grid Computing Approach.
EGC
Sebastián Ordas, Hans C. van Assen, Loic Boisrobert, Marcos Laucelli, Jesús Puente, Boudewijn P. F. Lelieveldt, Alejandro F. Frangi
2005 J jnl
Vascular Imaging.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Amir A. Amini, Elizabeth Bullitt
2004 J jnl
A new kernel Fisher discriminant algorithm with application to face recognition.
Neurocomputing
Jian Yang, Alejandro F. Frangi, Jing-Yu Yang
2004 B conf
AV@CAR: A Spanish Multichannel Multimodal Corpus for In-Vehicle Automatic Audio-Visual Speech Recognition.
LREC
Alfonso Ortega, Federico Sukno, Eduardo Lleida, Alejandro F. Frangi, Antonio Miguel, Luis Buera, Ernesto Zacur
2004 — conf
Detecting Regional Abnormal Cardiac Contraction in Short-Axis MR Images Using Independent Component Analysis.
MICCAI (1)
Avan Suinesiaputra, Mehmet Üzümcü, Alejandro F. Frangi, T. A. M. Kaandorp, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2004 J jnl
Essence of kernel Fisher discriminant: KPCA plus LDA.
Pattern Recognit.
Jian Yang, Zhong Jin, Jing-Yu Yang, David Zhang, Alejandro F. Frangi
2004 — conf
Extraction of Myocardial Contractility Patterns from Short-Axes MR Images Using Independent Component Analysis.
ECCV Workshops CVAMIA and MMBIA
Avan Suinesiaputra, Alejandro F. Frangi, Mehmet Üzümcü, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2004 — conf
Geodesic Active Regions Using Non-parametric Statistical Regional Description and Their Application to Aneurysm Segmentation from CTA.
MIAR
Monica Hernandez, Alejandro F. Frangi
2004 — conf
Grid-Enabled Automatic Construction of A Two-Chamber Cardiac PDM from a Large Database of Dynamic 3D Shapes.
ISBI
Sebastián Ordas, Loic Boisrobert, Matías N. Bossa, Salvador Olmos, Alejandro F. Frangi, Marina Huguet, Marcos Laucelli
2004 J jnl
Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Jian Yang, David Zhang, Alejandro F. Frangi, Jing-Yu Yang
2003 J jnl
A registration-based approach to quantify Flow-Mediated Dilation (FMD) of the brachial artery in ultrasound image sequences.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Martín Laclaustra, Pablo Lamata
2003 J jnl
Automatic Construction of 3D Statistical Deformation Models of the Brain using Non-Rigid Registration.
IEEE Trans. Medical Imaging
Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel
2003 — conf
Automatic Construction of Biventricular Statistical Shape Models.
FIMH
Alejandro F. Frangi, Daniel Rueckert, Julia A. Schnabel, Wiro J. Niessen
2003 J jnl
Combined Fisherfaces framework.
Image Vis. Comput.
Jian Yang, Jing-Yu Yang, Alejandro F. Frangi
2003 — conf
ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation.
MICCAI (1)
Mehmet Üzümcü, Alejandro F. Frangi, Milan Sonka, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2003 B conf
Independent component analysis in statistical shape models.
Image Processing
Mehmet Üzümcü, Alejandro F. Frangi, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt
2003 — conf
Low resource lip finding and tracking algorithm for embedded devices.
AVSP
Jesus F. Guitarte Perez, Klaus Lukas, Alejandro F. Frangi
2003 A conf
Low resource lip finding and tracking algorithm for embedded devices.
INTERSPEECH
Jesus F. Guitarte Perez, Klaus Lukas, Alejandro F. Frangi
2003 B conf
Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images.
Image Processing
Monica Hernandez, Rosario Barrena, Gabriel Hernandez, Guillermo Sapiro, Alejandro F. Frangi
2003 — conf
Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation.
MICCAI (2)
Monica Hernandez, Alejandro F. Frangi, Guillermo Sapiro
2003 J jnl
Uncorrelated Projection Discriminant Analysis And Its Application To Face Image Feature Extraction.
Int. J. Pattern Recognit. Artif. Intell.
Jian Yang, Jing-Yu Yang, Alejandro F. Frangi, David Zhang
2002 J jnl
Active Shape Model Segmentation with Optimal Features.
IEEE Trans. Medical Imaging
Bram van Ginneken, Alejandro F. Frangi, Joes Staal, Bart M. ter Haar Romeny, Max A. Viergever
2002 — conf
Automatic Construction of 3D Statistical Deformation Models: Application to Patients with Schizophrenia.
Bildverarbeitung für die Medizin
Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel
2002 J jnl
Automatic Construction of Multiple-object Three-dimensional Statistical Shape Models: Application to Cardiac Modelling.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Daniel Rueckert, Julia A. Schnabel, Wiro J. Niessen
2002 — conf
Model-based segmentation of cardiac and vascular images.
ISBI
Wiro J. Niessen, Cornelis M. van Bemmel, Alejandro F. Frangi, M. J. A. Siers, Onno Wink
2002 J jnl
Propagation of Measurement Noise through Backprojection Reconstruction in Electrical Impedance Tomography.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Pere J. Riu, Javier Rosell, Max A. Viergever
2002 J jnl
Three-dimensional Cardiovascular Image Analysis.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Daniel Rueckert, James S. Duncan
2001 — conf
Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration.
IPMI
Alejandro F. Frangi, Daniel Rueckert, Julia A. Schnabel, Wiro J. Niessen
2001 A conf
Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration.
MICCAI
Daniel Rueckert, Alejandro F. Frangi, Julia A. Schnabel
2001 J jnl
Bone tumor segmentation from MR perfusion images with neural networks using multi-scale pharmacokinetic features.
Image Vis. Comput.
Alejandro F. Frangi, Michael Egmont-Petersen, Wiro J. Niessen, Johan H. C. Reiber, Max A. Viergever
2001 J jnl
Three-Dimensional Modeling for Functional Analysis of Cardiac Images: A Review.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Wiro J. Niessen, Max A. Viergever
2000 A conf
Guide Wire Tracking During Endovascular Interventions.
MICCAI
Shirley A. M. Baert, Wiro J. Niessen, Erik H. W. Meijering, Alejandro F. Frangi, Max A. Viergever
2000 B conf
Segmentation of Bone Tumor in MR Perfusion Images Using Neural Networks and Multiscale Pharmacokinetic Features.
ICPR
Michael Egmont-Petersen, Alejandro F. Frangi, Wiro J. Niessen, P. C. W. Hogendoorn, Johan L. Bloem, Max A. Viergever, Johan H. C. Reiber
1999 J jnl
Model-Based Quantitation of 3D Magnetic Resonance Angiographic Images.
IEEE Trans. Medical Imaging
Alejandro F. Frangi, Wiro J. Niessen, Romhild M. Hoogeveen, Theo van Walsum, Max A. Viergever
1999 A conf
Quantitation of Vessel Morphology from 3D MRA.
MICCAI
Alejandro F. Frangi, Wiro J. Niessen, Romhild M. Hoogeveen, Theo van Walsum, Max A. Viergever
1998 A conf
Muliscale Vessel Enhancement Filtering.
MICCAI
Alejandro F. Frangi, Wiro J. Niessen, Koen L. Vincken, Max A. Viergever