Yiming Xiao

148 papers A* 1A 1B 2C 1Journal 103Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
A physically inspired and bounded metric learning framework for fault detection and multi-class classification in mechanical systems.
Expert Syst. Appl.
Xinming Li, Jiawei Gu, Meng Li, Wuzhe Fan, Yiming Xiao, Wenhan Lyu, Cong Du, Yanxue Wang
2026 J jnl
A smart computational framework for predicting mechanical and sustainability indicators and optimizing mix proportions of recycled rubber aggregate concrete.
Eng. Appl. Artif. Intell.
Lang Lin, Nuo Xu, Di Yang, Guangzhou Li, Yiming Xiao, Yong Yu
2026 J jnl
Bridging the Gaps: Imputation of Parkinson's Disease Clinical Assessments With Federated Learning.
IEEE J. Biomed. Health Informatics
Jonatan Reyes, Alireza Noroozi, Yiming Xiao, Marta Kersten-Oertel
2026 J jnl
CrisiSense-RAG: Crisis Sensing Multimodal Retrieval-Augmented Generation for Rapid Disaster Impact Assessment.
CoRR
Yiming Xiao, Kai Yin, Ali Mostafavi
2026 J jnl
Cross-domain attention guided multi-source domain adaptation method for machinery fault diagnosis.
Eng. Appl. Artif. Intell.
Jie Wang, Jianning Gou, Haidong Shao, Yiming Xiao, Ying Peng, Bin Liu
2026 J jnl
DINOMotion: Advanced Robust Tissue Motion Tracking With DINOv2 in 2D-Cine MRI-Guided Radiotherapy.
IEEE Trans. Biomed. Eng.
Soorena Salari, Catherine Spino, Laurie-Anne Pharand, Fabienne Lathuilière, Hassan Rivaz, Silvain Bériault, Yiming Xiao
2026 J jnl
DisastQA: A Comprehensive Benchmark for Evaluating Question Answering in Disaster Management.
CoRR
Zhitong Chen, Kai Yin, Xiangjue Dong, Chengkai Liu, Xiangpeng Li, Yiming Xiao, Bo Li, Junwei Ma, Ali Mostafavi, James Caverlee
2026 J jnl
Dual-stage interpretable domain generalization fault diagnosis: integrating prior knowledge and gradient-weighted class activation mapping.
Eng. Appl. Artif. Intell.
Ying Peng, Haidong Shao, Yiming Xiao, Jie Wang, Bin Liu
2026 J jnl
MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation.
CoRR
Taha Koleilat, Hojat Asgariandehkordi, Omid Nejati Manzari, Berardino Barile, Yiming Xiao, Hassan Rivaz
2026 J jnl
Medical image classification with KAN-integrated transformers and dilated neighborhood attention.
Appl. Soft Comput.
Omid Nejati Manzari, Hojat Asgariandehkordi, Taha Koleilat, Yiming Xiao, Hassan Rivaz
2026 J jnl
Reduced perceived discretion, diminished felt accountability, and ineffective gender representation: The impact of AI on street-level bureaucracy.
Gov. Inf. Q.
Shangrui Wang, Yuanmeng Zhang, Yiming Xiao, Zheng Liang
2026 J jnl
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent.
Virtual Real.
Pascal Spiegler, Arash Harirpoush, Yiming Xiao
2025 J jnl
A large-scale lychee image parallel classification algorithm based on spark and deep learning.
Comput. Electron. Agric.
Yiming Xiao, Jianhua Wang, Hongyi Xiong, Fangjun Xiao, Renhuang Huang, Licong Hong, Bofei Wu, Jinfeng Zhou, Yongbin Long, Yubin Lan
2025 J jnl
Automated Wildfire Damage Assessment from Multi view Ground level Imagery Via Vision Language Models.
CoRR
Miguel Esparza, Archit Gupta, Ali Mostafavi, Kai Yin, Yiming Xiao
2025 A* conf
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models.
CVPR
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
2025 J jnl
CASCADE-FSL: Few-shot learning for collateral evaluation in ischemic stroke.
Comput. Medical Imaging Graph.
Mumu Aktar, Donatella Tampieri, Yiming Xiao, Hassan Rivaz, Marta Kersten-Oertel
2025 J jnl
Collaborative human-computer fault diagnosis via calibrated confidence estimation.
Adv. Eng. Informatics
Haidong Shao, Yiming Xiao, Jiewu Leng, Xiaoli Zhao, Bin Liu
2025 J jnl
Compact-sparse prototype calibration network for few-shot continual fault diagnosis of rotating machinery.
Eng. Appl. Artif. Intell.
Shen Yan, Haidong Shao, Xinyi Wang, Haomiao Zhang, Yiming Xiao, Bin Liu
2025 J jnl
DINOMotion: advanced robust tissue motion tracking with DINOv2 in 2D-Cine MRI-guided radiotherapy.
CoRR
Soorena Salari, Catherine Spino, Laurie-Anne Pharand, Fabienne Lathuilière, Hassan Rivaz, Silvain Bériault, Yiming Xiao
2025 J jnl
DamageCAT: A Deep Learning Transformer Framework for Typology-Based Post-Disaster Building Damage Categorization.
CoRR
Yiming Xiao, Ali Mostafavi
2025 — conf
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management.
EMNLP (Findings)
Kai Yin, Xiangjue Dong, Chengkai Liu, Lipai Huang, Yiming Xiao, Zhewei Liu, Ali Mostafavi, James Caverlee
2025 J jnl
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management.
CoRR
Kai Yin, Xiangjue Dong, Chengkai Liu, Lipai Huang, Yiming Xiao, Zhewei Liu, Ali Mostafavi, James Caverlee
2025 J jnl
Disaster Management in the Era of Agentic AI Systems: A Vision for Collective Human-Machine Intelligence for Augmented Resilience.
CoRR
Bo Li, Junwei Ma, Kai Yin, Yiming Xiao, Chia-Wei Hsu, Ali Mostafavi
2025 J jnl
Domain generalization for rotating machinery fault diagnosis: A survey.
Adv. Eng. Informatics
Yiming Xiao, Haidong Shao, Shen Yan, Jie Wang, Ying Peng, Bin Liu
2025 J jnl
Domain-augmented meta ensemble learning for mechanical fault diagnosis from heterogeneous source domains to unseen target domains.
Expert Syst. Appl.
Yiming Xiao, Haidong Shao, Jie Wang, Baoping Cai, Bin Liu
2025 J jnl
From deterministic to Bayesian: Adapting pre-trained models for human-computer collaborative fault diagnosis via post-hoc uncertainty.
J. Ind. Inf. Integr.
Yiming Xiao, Haidong Shao, Jie Wang, Baoping Cai, Bin Liu
2025 — conf
Gamification of Immersive Cervical Rehabilitation Exercises in VR: An Exploratory Study on Chin Tuck and Range of Motion Exercises.
ISMAR-Adjunct
Haitham Abdelsalam, Chanelle Montpetit, Arash Harirpoush, Maryse Fortin, Yiming Xiao
2025 J jnl
Gamification of Immersive Cervical Rehabilitation Exercises in VR: An Exploratory Study on Chin Tuck and Range of Motion Exercises.
CoRR
Haitham Abdelsalam, Chanelle Montpetit, Arash Harirpoush, Maryse Fortin, Yiming Xiao
2025 J jnl
MRI-Based Brain Age Estimation with Supervised Contrastive Learning of Continuous Representation.
CoRR
Simon Joseph Clément Crête, Marta Kersten-Oertel, Yiming Xiao
2025 — ed.
Machine Learning in Clinical Neuroimaging - 7th International Workshop, MLCN 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings
MLCN@MICCAI
Deepti R. Bathula, Anoop Benet Nirmala, Nicha C. Dvornek, Sindhuja Tirumalai Govindarajan, Mohamad Habes, Vinod Kumar, Ahmed Nebli, Thomas Wolfers, Yiming Xiao
2025 J jnl
MedCLIP-SAMv2: Towards universal text-driven medical image segmentation.
Medical Image Anal.
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
2025 J jnl
Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention.
CoRR
Omid Nejati Manzari, Hojat Asgariandehkordi, Taha Koleilat, Yiming Xiao, Hassan Rivaz
2025 J jnl
PreVISE: an efficient virtual reality system for SEEG surgical planning.
Virtual Real.
Pascal Spiegler, Haitham Abdelsalam, Owen Hellum, Aristides Hadjinicolaou, Alexander G. Weil, Yiming Xiao
2025 J jnl
Recov-Vision: Linking Street View Imagery and Vision-Language Models for Post-Disaster Recovery.
CoRR
Yiming Xiao, Archit Gupta, Miguel Esparza, Yu-Hsuan Ho, Antonia Sebastian, Hannah Weas, Rose Houck, Ali Mostafavi
2025 J jnl
SS-DC: Spatial-Spectral Decoupling and Coupling Across Visible-Infrared Gap for Domain Adaptive Object Detection.
CoRR
Xiwei Zhang, Chunjin Yang, Yiming Xiao, Runtong Zhang, Fanman Meng
2025 J jnl
Singular Value Few-shot Adaptation of Vision-Language Models.
CoRR
Taha Koleilat, Hassan Rivaz, Yiming Xiao
2025 — conf
TextSAM-EUS: Text Prompt Learning for SAM to Accurately Segment Pancreatic Tumor in Endoscopic Ultrasound.
ICCVW
Pascal Spiegler, Taha Koleilat, Arash Harirpoush, Corey S. Miller, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2025 J jnl
TextSAM-EUS: Text Prompt Learning for SAM to Accurately Segment Pancreatic Tumor in Endoscopic Ultrasound.
CoRR
Pascal Spiegler, Taha Koleilat, Arash Harirpoush, Corey S. Miller, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2025 J jnl
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent.
CoRR
Pascal Spiegler, Arash Harirpoush, Yiming Xiao
2025 J jnl
Uncertainty-aware deep variational attention network: A trustworthy mechanical fault diagnostic model assisted by out-of-distribution detection.
Eng. Appl. Artif. Intell.
Yiming Xiao, Haidong Shao, Haomiao Zhang, Rongming Wei, Bin Liu
2025 J jnl
Up-Downlink AoI-Driven Multi-Source Data Collection in UAV-Assisted Wireless Sensor Networks.
IEEE Trans. Wirel. Commun.
Mingxiong Zhao, Yiming Xiao, Jianping Yao, Tongda Wang, Jemin Lee, Tony Q. S. Quek
2025 — conf
Weakly Supervised Intracranial Aneurysm Detection and Segmentation in MR Angiography via Multi-Task UNet with Vesselness Prior.
ICCVW
Erin Rainville, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
2025 J jnl
When artificial intelligence meets accountability: Who holds legitimacy as account givers and holders?
Big Data Soc.
Shangrui Wang, Yuanmeng Zhang, Yiming Xiao, Zheng Liang
2024 J jnl
A Fish-Like Underwater Miniature Robot Capable of High-Speed and Controllable Locomotion.
IEEE Robotics Autom. Lett.
Jiaxin Zhao, Xiujing Gao, Yiming Xiao, Chaofeng Wu, Guangping Wu, Ziyang Wang, Yichen Zhang, Feng Cui, Wu Liu
2024 J jnl
A Multi-Modal Tailless Flapping-Wing Robot Capable of Flying, Crawling, Self-Righting and Horizontal Take-Off.
IEEE Robotics Autom. Lett.
Chaofeng Wu, Yiming Xiao, Jiaxin Zhao, Jiawang Mou, Feng Cui, Wu Liu
2024 B conf
Age of Multi-Source Information Minimization for UAV-Assisted Wireless Sensor Networks.
GLOBECOM
Yiming Xiao, Mingxiong Zhao, Jianping Yao, Jemin Lee, Tony Q. S. Quek
2024 J jnl
Architecture Analysis and Benchmarking of 3D U-Shaped Deep Learning Models for Thoracic Anatomical Segmentation.
IEEE Access
Arash Harirpoush, Amirhossein Rasoulian, Marta Kersten-Oertel, Yiming Xiao
2024 J jnl
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation.
CoRR
Arash Harirpoush, Amirhossein Rasoulian, Marta Kersten-Oertel, Yiming Xiao
2024 J jnl
BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT.
IEEE Internet Things J.
Yiming Xiao, Haidong Shao, Jian Lin, Zhiqiang Huo, Bin Liu
2024 J jnl
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models.
CoRR
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
2024 J jnl
CAMLD: Contrast-Agnostic Medical Landmark Detection with Consistency-Based Regularization.
CoRR
Soorena Salari, Arash Harirpoush, Hassan Rivaz, Yiming Xiao
2024 — conf
CT-Based Brain Ventricle Segmentation via Diffusion Schrödinger Bridge without target domain ground truths.
MICCAI (8)
Reihaneh Teimouri, Marta Kersten-Oertel, Yiming Xiao
2024 J jnl
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths.
CoRR
Reihaneh Teimouri, Marta Kersten-Oertel, Yiming Xiao
2024 J jnl
Exploring cross-national divide in government adoption of artificial intelligence: Insights from explainable artificial intelligence techniques.
Telematics Informatics
Shangrui Wang, Yiming Xiao, Zheng Liang
2024 — conf
GM-DETR: Generalized Muiltispectral DEtection TRansformer with Efficient Fusion Encoder for Visible-Infrared Detection.
CVPR Workshops
Yiming Xiao, Fanman Meng, Qingbo Wu, Linfeng Xu, Mingzhou He, Hongliang Li
2024 J jnl
High-speed parallel segmentation algorithms of MeanShift for litchi canopies based on Spark and Hadoop.
Int. J. Model. Simul. Sci. Comput.
Hongyi Xiong, Jianhua Wang, Yiming Xiao, Fangjun Xiao, Renhuang Huang, Licong Hong, Bofei Wu, Jinfeng Zhou, Yongbin Long, Yubin Lan
2024 J jnl
Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly.
Expert Syst. Appl.
Jiangji Peng, Haidong Shao, Yiming Xiao, Baoping Cai, Bin Liu
2024 C conf
IoU-CLIP: IoU-Aware Language-Image Model Tuning for Open Vocabulary Object Detection.
VCIP
Mingzhou He, Qingbo Wu, King Ngi Ngan, Yiming Xiao, Fanman Meng, Heqian Qiu, Hongliang Li
2024 J jnl
Joint chest X-ray diagnosis and clinical visual attention prediction with multi-stage cooperative learning: enhancing interpretability.
CoRR
Zirui Qiu, Hassan Rivaz, Yiming Xiao
2024 — conf
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation.
MICCAI (12)
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
2024 J jnl
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation.
CoRR
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
2024 J jnl
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation.
CoRR
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
2024 J jnl
Multiscale information enhanced spatial-temporal graph convolutional network for multivariate traffic flow forecasting via magnifying perceptual scope.
Eng. Appl. Artif. Intell.
Xinyu Zheng, Haidong Shao, Shen Yan, Yiming Xiao, Bin Liu
2024 — conf
Parkinson's Disease Detection from Resting State EEG Using Multi-head Graph Structure Learning with Gradient Weighted Graph Attention Explanations.
MLCN@MICCAI
Christopher Neves, Yong Zeng, Yiming Xiao
2024 J jnl
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations.
CoRR
Christopher Neves, Yong Zeng, Yiming Xiao
2024 J jnl
Reliability of deep learning models for anatomical landmark detection: The role of inter-rater variability.
CoRR
Soorena Salari, Hassan Rivaz, Yiming Xiao
2024 J jnl
SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage.
Comput. Medical Imaging Graph.
Mumu Aktar, Yiming Xiao, Ali Kafaei Zad Tehrani, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel
2024 J jnl
SFDA-T: A novel source-free domain adaptation method with strong generalization ability for fault diagnosis.
Adv. Eng. Informatics
Jie Wang, Haidong Shao, Yiming Xiao, Bin Liu
2024 — conf
Unsupervised Physics-Inspired Shear Wave Speed Estimation in Ultrasound Elastography.
ASMUS@MICCAI
Ali Kafaei Zad Tehrani, E. G. Sunethra Dayavansha, Yuyang Gu, Ion Candel, Michael Wang, Rimon Tadross, Yiming Xiao, Hassan Rivaz, Kai Thomenius, Anthony E. Samir
2024 J jnl
Utilizing Bayesian generalization network for reliable fault diagnosis of machinery with limited data.
Knowl. Based Syst.
Minjie Feng, Haidong Shao, Minghui Shao, Yiming Xiao, Jie Wang, Bin Liu
2024 — conf
VRNConnect: Towards More Intuitive Interaction of 3D Brain Connectivity Data in Virtual Environments.
VR Workshops
Sepehr Jalayer, Yiming Xiao, Marta Kersten-Oertel
2024 J jnl
Virtual Reality-Based Preoperative Planning for Optimized Trocar Placement in Thoracic Surgery: A Preliminary Study.
CoRR
Arash Harirpoush, George Rakovich, Marta Kersten-Oertel, Yiming Xiao
2024 — conf
Weakly Supervised Intracranial Hemorrhage Segmentation with YOLO and an Uncertainty Rectified Segment Anything Model.
SWITCH/ISLES@MICCAI
Pascal Spiegler, Amirhossein Rasoulian, Yiming Xiao
2024 J jnl
Weakly Supervised Intracranial Hemorrhage Segmentation with YOLO and an Uncertainty Rectified Segment Anything Model.
CoRR
Pascal Spiegler, Amirhossein Rasoulian, Yiming Xiao
2023 J jnl
Assessment of user-interaction strategies for neurosurgical data navigation and annotation in virtual reality.
Virtual Real.
Owen Hellum, Marta Kersten-Oertel, Yiming Xiao
2023 J jnl
Deep learning for collateral evaluation in ischemic stroke with imbalanced data.
Int. J. Comput. Assist. Radiol. Surg.
Mumu Aktar, Jonatan Reyes, Donatella Tampieri, Hassan Rivaz, Yiming Xiao, Marta Kersten-Oertel
2023 J jnl
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR.
CoRR
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
2023 J jnl
DiffeoRaptor: diffeomorphic inter-modal image registration using RaPTOR.
Int. J. Comput. Assist. Radiol. Surg.
Nima Masoumi, Hassan Rivaz, M. Omair Ahmad, Yiming Xiao
2023 J jnl
Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation.
IEEE Trans. Ind. Informatics
Haidong Shao, Wei Li, Baoping Cai, Jiafu Wan, Yiming Xiao, Shen Yan
2023 — conf
FocalErrorNet: Uncertainty-Aware Focal Modulation Network for Inter-modal Registration Error Estimation in Ultrasound-Guided Neurosurgery.
MICCAI (9)
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
2023 J jnl
FocalErrorNet: Uncertainty-aware focal modulation network for inter-modal registration error estimation in ultrasound-guided neurosurgery.
CoRR
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
2023 — conf
How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation.
UNSURE@MICCAI
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao
2023 J jnl
How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation.
CoRR
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao
2023 J jnl
Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises.
Robotics Comput. Integr. Manuf.
Shen Yan, Haidong Shao, Yiming Xiao, Bin Liu, Jiafu Wan
2023 — conf
Is Visual Explanation with Grad-CAM More Reliable for Deeper Neural Networks? A Case Study with Automatic Pneumothorax Diagnosis.
MLMI@MICCAI (2)
Zirui Qiu, Hassan Rivaz, Yiming Xiao
2023 J jnl
Is visual explanation with Grad-CAM more reliable for deeper neural networks? a case study with automatic pneumothorax diagnosis.
CoRR
Zirui Qiu, Hassan Rivaz, Yiming Xiao
2023 J jnl
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning.
IEEE Trans. Medical Imaging
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich
2023 — ed.
Lesion Segmentation in Surgical and Diagnostic Applications - MICCAI 2022 Challenges, CuRIOUS 2022, KiPA 2022 and MELA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18-22, 2022, Proceedings
CuRIOUS/KiPA/MELA@MICCAI
Yiming Xiao, Guanyu Yang, Shuang Song
2023 — ed.
Machine Learning in Clinical Neuroimaging - 6th International Workshop, MLCN 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings
MLCN@MICCAI
Ahmed Abdulkadir, Deepti R. Bathula, Nicha C. Dvornek, Sindhuja Tirumalai Govindarajan, Mohamad Habes, Vinod Kumar, Esten H. Leonardsen, Thomas Wolfers, Yiming Xiao
2023 — conf
Multi-Material, Approach-Guided, Controlled-Resolution Breast Meshing for Fe-Based Interactive Surgery Simulation.
ANNSIM
Motaz Alqaoud, John Plemmons, Eric Feliberti, Krishnanand N. Kaipa, Gabor Fichtinger, Yiming Xiao, Tanweer Rashid, Michel A. Audette
2023 J jnl
Robust landmark-based brain shift correction with a Siamese neural network in ultrasound-guided brain tumor resection.
Int. J. Comput. Assist. Radiol. Surg.
Amir Pirhadi, Soorena Salari, M. Omair Ahmad, Hassan Rivaz, Yiming Xiao
2023 J jnl
SONIA: an immersive customizable virtual reality system for the education and exploration of brain networks.
CoRR
Owen Hellum, Christopher Steele, Yiming Xiao
2023 J jnl
SONIA: an immersive customizable virtual reality system for the education and exploration of brain networks.
Frontiers Virtual Real.
Owen Hellum, Christopher Steele, Yiming Xiao
2023 — conf
Towards Multi-modal Anatomical Landmark Detection for Ultrasound-Guided Brain Tumor Resection with Contrastive Learning.
MICCAI (9)
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
2023 J jnl
Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning.
CoRR
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
2023 B conf
Uncertainty-aware transformer model for anatomical landmark detection in paraspinal muscle MRIs.
Image Processing
Soorena Salari, Amirhossein Rasoulian, Michele C. Battié, Maryse Fortin, Hassan Rivaz, Yiming Xiao
2023 — conf
VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentation.
MLCN@MICCAI
Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2023 J jnl
VesselShot: Few-shot learning for cerebral blood vessel segmentation.
CoRR
Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2023 J jnl
Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical Learning.
CoRR
Amirhossein Rasoulian, Soorena Salari, Yiming Xiao
2023 J jnl
Weakly supervised segmentation of intracranial aneurysms using a 3D focal modulation UNet.
CoRR
Amirhossein Rasoulian, Soorena Salari, Yiming Xiao
2022 J jnl
A novel prototype for virtual-reality-based deep brain stimulation trajectory planning using voodoo doll annotation and eye-tracking.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Owen Hellum, Yanyu Mu, Marta Kersten-Oertel, Yiming Xiao
2022 J jnl
Assessment of user-interaction strategies for neurosurgical data navigation and annotation in virtual reality.
CoRR
Owen Hellum, Marta Kersten-Oertel, Yiming Xiao
2022 A conf
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications.
INTERSPEECH
Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Möller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson, Fei Chen, Fuzheng Yang, Shidong Shang
2022 J jnl
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications.
CoRR
Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Möller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson, Fei Chen, Fuzheng Yang, Shidong Shang
2022 J jnl
Cross-domain fault diagnosis of bearing using improved semi-supervised meta-learning towards interference of out-of-distribution samples.
Knowl. Based Syst.
Jian Lin, Haidong Shao, Zhishan Min, Jingjie Luo, Yiming Xiao, Shen Yan, Jian Zhou
2022 J jnl
Identifying plants under natural gas micro-leakage stress using hyperspectral remote sensing.
Ecol. Informatics
Xiaoquan Pan, Jinbao Jiang, Yiming Xiao
2022 — conf
Joint Paraspinal Muscle Segmentation and Inter-rater Labeling Variability Prediction with Multi-task TransUNet.
UNSURE@MICCAI
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao
2022 — conf
Multi-Modality Breast MRI Segmentation Using NNU-NET For Preoperative Planning Of Robotic Surgery Navigation.
ANNSIM
Motaz Alqaoud, John Plemmons, Eric Feliberti, Krishnanand N. Kaipa, Siqin Dong, Gabor Fichtinger, Yiming Xiao, Michel A. Audette
2022 J jnl
RESECT-SEG: Open access annotations of intra-operative brain tumor ultrasound images.
CoRR
Bahareh Behboodi, François-Xavier Carton, Matthieu Chabanas, Sandrine de Ribaupierre, Ole Solheim, Bodil K. R. Munkvold, Hassan Rivaz, Yiming Xiao, Ingerid Reinertsen
2022 J jnl
Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates.
Adv. Eng. Informatics
Shen Yan, Haidong Shao, Yiming Xiao, Jian Zhou, Yuandong Xu, Jiafu Wan
2022 — conf
Weakly Supervised Intracranial Hemorrhage Segmentation Using Hierarchical Combination of Attention Maps from a Swin Transformer.
MLCN@MICCAI
Amirhossein Rasoulian, Soorena Salari, Yiming Xiao
2022 — conf
nnUNet-based Multi-modality Breast MRI Segmentation and Tissue-Delineating Phantom for Robotic Tumor Surgery Planning.
EMBC
Motaz Alqaoud, John Plemmons, Eric Feliberti, Siqin Dong, Krishnanand N. Kaipa, Gabor Fichtinger, Yiming Xiao, Michel A. Audette
2021 J jnl
Blind separation of coherent multipath signals with impulsive interference and Gaussian noise in time-frequency domain.
Signal Process.
Yiming Xiao, Wenzhen Lu, Qinmengying Yan, Haijian Zhang
2021 J jnl
Corrections to "Image Guidance in Deep Brain Stimulation Surgery to Treat Parkinson's Disease: A Comprehensive Review".
IEEE Trans. Biomed. Eng.
Yiming Xiao, Jonathan C. Lau, Dimuthu Hemachandra, Greydon Gilmore, Ali R. Khan, Terry M. Peters
2021 — conf
Data Imputation and Reconstruction of Distributed Parkinson's Disease Clinical Assessments: A Comparative Evaluation of Two Aggregation Algorithms.
CLIP/DCL/LL-COVID19/PPML@MICCAI
Jonatan Reyes, Yiming Xiao, Marta Kersten-Oertel
2021 J jnl
Defending co-resident attack using reputation-based virtual machine deployment policy in cloud computing.
Trans. Emerg. Telecommun. Technol.
Yiming Xiao, Liang Liu, Zuchao Ma, Zijie Wang, Weizhi Meng
2021 J jnl
Image Guidance in Deep Brain Stimulation Surgery to Treat Parkinson's Disease: A Comprehensive Review.
IEEE Trans. Biomed. Eng.
Yiming Xiao, Jonathan C. Lau, Dimuthu Hemachandra, Greydon Gilmore, Ali R. Khan, Terry M. Peters
2021 J jnl
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning.
CoRR
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich
2021 J jnl
Multimodal 3D ultrasound and CT in image-guided spinal surgery: public database and new registration algorithms.
Int. J. Comput. Assist. Radiol. Surg.
Nima Masoumi, Clyde J. Belasso, M. Omair Ahmad, Habib Benali, Yiming Xiao, Hassan Rivaz
2021 — conf
Robust Ultrasound-to-Ultrasound Registration for Intra-operative Brain Shift Correction with a Siamese Neural Network.
ASMUS@MICCAI
Amir Pirhadi, Hassan Rivaz, M. Omair Ahmad, Yiming Xiao
2020 — conf
A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography.
ML-CDS/CLIP@MICCAI
Mumu Aktar, Yiming Xiao, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel
2020 J jnl
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition.
Int. J. Comput. Assist. Radiol. Surg.
Mumu Aktar, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2020 J jnl
Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation?
CoRR
Jie Luo, Guangshen Ma, Sarah F. Frisken, Parikshit Juvekar, Nazim Haouchine, Zhe Xu, Yiming Xiao, Alexandra J. Golby, Patrick J. Codd, Masashi Sugiyama, William M. Wells III
2020 J jnl
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.
IEEE Trans. Medical Imaging
Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong
2019 J jnl
ARENA: Inter-modality affine registration using evolutionary strategy.
Int. J. Comput. Assist. Radiol. Surg.
Nima Masoumi, Yiming Xiao, Hassan Rivaz
2019 — conf
Automatic Paraspinal Muscle Segmentation in Patients with Lumbar Pathology Using Deep Convolutional Neural Network.
MICCAI (2)
Wenyao Xia, Maryse Fortin, Joshua Ahn, Hassan Rivaz, Michele C. Battié, Terry M. Peters, Yiming Xiao
2019 — ed.
Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention - International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings
LABELS/HAL-MICCAI/CuRIOUS@MICCAI
Luping Zhou, Nicholas Heller, Yiyu Shi, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Xiaobo Sharon Hu, Danny Ziyi Chen, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen
2019 — conf
Research on Decision-making Scheduling Model of Distributed Multi-agent Collaborative Group in Supply Chain Based on Multi-agent System.
ICCMB
Zhu Li, Liang Xiao, Yiming Xiao
2019 — conf
Secure Social Model Based on IRBAC Mobile.
ICMSS
Lin Cao, Liang Xiao, Yiming Xiao
2018 J jnl
An augmented-reality system prototype for guiding transcranial Doppler ultrasound examination.
Multim. Tools Appl.
Yiming Xiao, Simon Drouin, Ian J. Gerard, Vladimir S. Fonov, Bérengère Aubert-Broche, Yuhan Ma, Marta Kersten-Oertel, Donatella Tampieri, D. Louis Collins
2018 J jnl
Assessment of Rigid Registration Quality Measures in Ultrasound-Guided Radiotherapy.
IEEE Trans. Medical Imaging
Roozbeh Shams, Yiming Xiao, François Hébert, Matthew Abramowitz, Rupert Brooks, Hassan Rivaz
2018 J jnl
Correction to: Nonlinear deformation of tractography in ultrasound-guided low-grade gliomas resection.
Int. J. Comput. Assist. Radiol. Surg.
Yiming Xiao, Live Eikenes, Ingerid Reinertsen, Hassan Rivaz
2018 — conf
Framework Research on the Implementation of Automated Test User Requirements.
CSAI/ICIMT
Yiming Xiao, Liang Xiao, Zhu Li
2018 J jnl
Nonlinear deformation of tractography in ultrasound-guided low-grade gliomas resection.
Int. J. Comput. Assist. Radiol. Surg.
Yiming Xiao, Live Eikenes, Ingerid Reinertsen, Hassan Rivaz
2018 — ed.
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation - International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Danail Stoyanov, Zeike Taylor, Stephen R. Aylward, João Manuel R. S. Tavares, Yiming Xiao, Amber L. Simpson, Anne L. Martel, Lena Maier-Hein, Shuo Li, Hassan Rivaz, Ingerid Reinertsen, Matthieu Chabanas, Keyvan Farahani
2017 J jnl
Estimation of Strain Elastography from Ultrasound Radio-Frequency Data by Utilizing Analytic Gradient of the Similarity Metric.
IEEE Trans. Medical Imaging
Mona Omidyeganeh, Yiming Xiao, M. Omair Ahmad, Hassan Rivaz
2017 — conf
MARCEL (Inter-Modality Affine Registration with CorrELation Ratio): An Application for Brain Shift Correction in Ultrasound-Guided Brain Tumor Resection.
BrainLes@MICCAI
Nima Masoumi, Yiming Xiao, Hassan Rivaz
2017 — conf
Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines.
CMMI/RAMBO/SWITCH@MICCAI
Yiming Xiao, Ali Alamer, Vladimir S. Fonov, Benjamin W. Y. Lo, Donatella Tampieri, D. Louis Collins, Hassan Rivaz, Marta Kersten-Oertel
2016 J jnl
User-friendly freehand ultrasound calibration using Lego bricks and automatic registration.
Int. J. Comput. Assist. Radiol. Surg.
Yiming Xiao, Charles X. B. Yan, Simon Drouin, Dante De Nigris, Anna Kochanowska, D. Louis Collins
2015 — conf
Atlas-Guided Transcranial Doppler Ultrasound Examination with a Neuro-Surgical Navigation System: Case Study.
CLIP@MICCAI
Yiming Xiao, Ian J. Gerard, Vladimir S. Fonov, Dante De Nigris, Catherine Therrien, Bérengère Aubert-Broche, Simon Drouin, Anna Kochanowska, Donatella Tampieri, D. Louis Collins
2015 J jnl
Automatic SWI Venography Segmentation Using Conditional Random Fields.
IEEE Trans. Medical Imaging
Silvain Bériault, Yiming Xiao, D. Louis Collins, G. Bruce Pike
2015 J jnl
Multi-contrast unbiased MRI atlas of a Parkinson's disease population.
Int. J. Comput. Assist. Radiol. Surg.
Yiming Xiao, Vladimir S. Fonov, Silvain Bériault, Fahd Al Subaie, M. Mallar Chakravarty, Abbas F. Sadikot, G. Bruce Pike, D. Louis Collins
2015 J jnl
Patch-based label fusion segmentation of brainstem structures with dual-contrast MRI for Parkinson's disease.
Int. J. Comput. Assist. Radiol. Surg.
Yiming Xiao, Vladimir S. Fonov, Silvain Bériault, Ian Gerard, Abbas F. Sadikot, G. Bruce Pike, D. Louis Collins
2012 — conf
A Prospective Evaluation of Computer-Assisted Deep Brain Stimulation Trajectory Planning.
CLIP
Silvain Bériault, Simon Drouin, Abbas F. Sadikot, Yiming Xiao, D. Louis Collins, G. Bruce Pike
2012 — conf
Atlas-Based Segmentation of the Subthalamic Nucleus, Red Nucleus, and Substantia Nigra for Deep Brain Stimulation by Incorporating Multiple MRI Contrasts.
IPCAI
Yiming Xiao, Lara Bailey, M. Mallar Chakravarty, Silvain Bériault, Abbas F. Sadikot, G. Bruce Pike, D. Louis Collins
2012 — conf
Towards Computer-Assisted Deep Brain Stimulation Targeting with Multiple Active Contacts.
MICCAI (1)
Silvain Bériault, Yiming Xiao, Lara Bailey, D. Louis Collins, Abbas F. Sadikot, G. Bruce Pike
2011 J jnl
Evaluating intensity normalization on MRIs of human brain with multiple sclerosis.
Medical Image Anal.
Mohak Shah, Yiming Xiao, Nagesh K. Subbanna, Simon J. Francis, Douglas L. Arnold, D. Louis Collins, Tal Arbel
2010 — conf
Optimal Gaussian Mixture Models of Tissue Intensities in Brain MRI of Patients with Multiple-Sclerosis.
MLMI
Yiming Xiao, Mohak Shah, Simon J. Francis, Douglas L. Arnold, Tal Arbel, D. Louis Collins