| 2021 | A New Frontier In Critical Care: Saving the Injured Brain in the time of COVID-19. Eugene Wesley Ely |
| 2021 | A comparison study of deep learning designs for improving low-dose CT denoising. Vincent Wang, Alice Wei, Jiaxing Tan, Siming Lu, Weiguo Cao, Yongfeng Gao |
| 2021 | A deformable image registration based method to assess directionality of thoracic aortic aneurysm growth. Zhangxing Bian, Jiayang Zhong, Charles R. Hatt, Nicholas S. Burris |
| 2021 | A generative adversarial framework for capillary non-perfusion regions segmentation in fundus fluorescein angiograms. Mulin Cai, Dehui Xiang, Shengxue Pan, Fei Shi, Weifang Zhu, Xinjian Chen, Bei Tian |
| 2021 | A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL. Alessio Gallucci, Nicola Pezzotti, Dmitry Znamenskiy, Milan Petkovic |
| 2021 | A novel unsupervised learning model for diffeomorphic image registration. Yongpei Zhu, Zicong Zhou, Guojun Liao, Kehong Yuan |
| 2021 | A pairwise approach for fMRI group studies using the BrainSync Transform. Anand A. Joshi, Soyoung Choi, Jian Li, Haleh Akrami, Richard M. Leahy |
| 2021 | A vertebral level-wise data augmentation scheme for segmentation via deep learning. Shaoju Wu, Yunliang Cai, Xiaoyao Fan, Sohail K. Mirza, Keith D. Paulsen, Songbai Ji |
| 2021 | Accurate estimation of total intracranial volume in MRI using a multi-tasked image-to-image translation network. Mallika Singh, Eleanor Pahl, Shangxian Wang, Aaron Carass, Junghoon Lee, Jerry L. Prince |
| 2021 | Adversarial robustness study of convolutional neural network for lumbar disk shape reconstruction from MR images. Jiasong Chen, Linchen Qian, Timur Urakov, Weiyong Gu, Liang Liang |
| 2021 | An automated framework for image classification and segmentation of fetal ultrasound images for gestational age estimation. Juan Carlos Prieto, Hina Shah, Alan J. Rosenbaum, Xiaoning Jiang, Patrick Musonda, Joan T. Price, Elizabeth M. Stringer, Bellington Vwalika, David M. Stamilio, Jeffrey S. A. Stringer |
| 2021 | Anatomy recognition in CT images of head and neck region via precision atlases. Jieyu Li, Jayaram K. Udupa, Yubing Tong, Dewey Odhner, Drew A. Torigian |
| 2021 | Assessing the generalizability of temporally coherent echocardiography video segmentation. Yida Chen, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough |
| 2021 | Association and prediction of phenotypic traits from neuroimaging data using a multi-component mixed model excluding the target vertex. Baptiste Couvy-Duchesne, Futao Zhang, Kathryn E. Kemper, Julia Sidorenko, Naomi R. Wray, Peter M. Visscher, Jian Yang, Olivier Colliot |
| 2021 | Automated brainstem parcellation using multi-atlas segmentation and deep neural network. Magnus Magnusson, Áskell Löve, Lotta Maria Ellingsen |
| 2021 | Automated end-to-end deep learning framework for classification and tumor localization from native non-stained pathology images. Akram Bayat, Connor Anderson, Pratik Shah |
| 2021 | Automated localization and segmentation of vertebrae in the micro-CT images of rabbit fetuses using 3D Convolutional Neural Networks. Antong Chen, Saideep Gona, Dahai Xue, Tosha Shah, Alexa Gleason, Barbara Robinson, Britta Mattson, Catherine D. G. Hines |
| 2021 | Automated zone recognition for retinopathy of prematurity using deep neural network with attention mechanism and deep supervision strategy. Yuanyuan Peng, Weifang Zhu, Feng Chen, Xinjian Chen |
| 2021 | Automatic cerebral vessel extraction in TOF-MRA using deep learning. V. de Vos, Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf |
| 2021 | Automatic classification of benign and malignant kidney masses using radiomics. A retrospective study exploiting the KiTS19 dataset. Gianmarco Santini, Yvon Nzoughet Obame, Constance Fourcade, Noémie Moreau, Mathieu Rubeaux |
| 2021 | Automatic model-based 3-D reconstruction of the teeth from five photographs with predefined viewing directions. Andreas Wirtz, Florian Jung, Matthias Noll, Anqi Wang, Stefan Wesarg |
| 2021 | Automatic pancreas segmentation in abdominal CT image with contrast enhancement block. Shengxue Pan, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jian Zheng |
| 2021 | Automatic segmentation of the olfactory bulbs in MRI. Julia M. H. Noothout, Elbrich M. Postma, Sanne Boesveldt, Bob D. de Vos, Paul A. M. Smeets, Ivana Isgum |
| 2021 | Automatic whole-heart segmentation in 4D TAVI treatment planning CT. Steffen Bruns, Jelmer M. Wolterink, Thomas P. W. van den Boogert, José P. Henriques, Jan Baan, Nils Planken, Ivana Isgum |
| 2021 | Automation of population-based recurrence map for PSMA-PET prostate cancer patients after prostatectomy. Bastien Rigaud, Pascale Béliveau, Guillaume Cazoulat, Daniel Juneau, Cynthia Ménard, Kristy K. Brock |
| 2021 | Bias field correction in 3D-MRIs using convolutional autoencoders. Shashank N. Sridhara, Haleh Akrami, Vaishnavi Krishnamurthy, Anand A. Joshi |
| 2021 | Biophotonics Solutions to Global Health Challenges. Rebecca R. Richards-Kortum |
| 2021 | BrainTumorNet: multi-task learning for joint segmentation of high-grade glioma and brain metastases from MR images. Satrajit Chakrabarty, Aristeidis Sotiras, Mikhail Milchenko, Pamela LaMontagne, Christopher Abraham, Clifford G. Robinson, Daniel S. Marcus |
| 2021 | COVID-19 detection using image analysis methods on CT images. Mohamed I. Elbakary, Khan Iftekharuddin |
| 2021 | Cascaded multi-scale feature interaction for choroidal atrophy segmentation. Jiahuan Song, Xinjian Chen, Weifang Zhu |
| 2021 | Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matching. Richard L. J. Qiu, Yang Lei, Aparna H. Kesarwala, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang |
| 2021 | Co-localization of fluorescent signals using deep learning with Manders overlapping coefficient. Yimeng Dou, Yi-Hua Tsai, Chih-Chieh Liu, Brad A. Hobson, Pamela J. Lein |
| 2021 | Combined 3D super-resolution, de-noising and partial volume correction for percutaneous ablation. Mark A. Pinnock, Yipeng Hu, Steve Bandula, Dean C. Barratt |
| 2021 | Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis. Majd Zreik, Nils Hampe, Tim Leiner, Nadih Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Isgum |
| 2021 | Construction of a multi-phase contrast computed tomography kidney atlas. Ho Hin Lee, Yucheng Tang, Kaiwen Xu, Shunxing Bao, Agnes B. Fogo, Raymond Harris, Mark P. de Caestecker, Mattias P. Heinrich, Jeffrey M. Spraggins, Yuankai Huo, Bennett A. Landman |
| 2021 | Context attention-and-fusion network for multiclass retinal fluid segmentation in OCT images. Yanqing Ye, Xinjian Chen, Fei Shi, Dehui Xiang, Lingjiao Pan, Weifang Zhu |
| 2021 | Correction of topological errors in automated traces of neurites. Seyed Mostafa Mousavi Kahaki, Hang Deng, Armen Stepanyants |
| 2021 | DA-AR-Net: an attentive activation based Deformable auto-encoder for group-wise registration. Prateek Gupta, Hanna Siebert, Mattias P. Heinrich, Kumar T. Rajamani |
| 2021 | DC-UNet: rethinking the U-Net architecture with dual channel efficient CNN for medical image segmentation. Ange Lou, Shuyue Guan, Murray H. Loew |
| 2021 | Daily cone-beam CT multi-organ segmentation for prostate adaptive radiotherapy. Yabo Fu, Yang Lei, Tonghe Wang, Sibo Tian, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang |
| 2021 | Deep learning for the detection of landmarks in head CT images and automatic quality assessment. Hrishikesh Deshpande, Axel Saalbach, Tim Harder, Stewart Young, Thomas Bülow |
| 2021 | Deep learning-based 3D image generation using a single 2D projection image. Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang |
| 2021 | Deep learning-based deformable image registration of inter-fraction CBCT images for adaptive radiation therapy. Huiqiao Xie, Yang Lei, Tonghe Wang, Yabo Fu, Xiangyang Tang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang |
| 2021 | Deep multi-path network integrating incomplete biomarker and chest CT data for evaluating lung cancer risk. Riqiang Gao, Yucheng Tang, Kaiwen Xu, Michael N. Kammer, Sanja L. Antic, Steve Deppen, Kim L. Sandler, Pierre P. Massion, Yuankai Huo, Bennett A. Landman |
| 2021 | Deep segmentation of abdominal organs from MRI: off-the- shelf architectures and improvements. Pedro Furtado |
| 2021 | Denoising digital breast tomosynthesis projections using convolutional neural networks. Darlan M. N. de Araújo, Denis H. P. Salvadeo, Davi D. de Paula |
| 2021 | Dental microfracture detection using wavelet features and machine learning. Jared Vicory, Ramraj Chandradevan, Pablo Hernandez-Cerdan, Wei Angel Huang, Dani Fox, Laith Abu Qdais, Matthew McCormick, André Mol, Rick Walter, J. S. Marron, Hassem Geha, Asma Khan, Beatriz Paniagua |
| 2021 | Development and characterization of a chest CT atlas. Kaiwen Xu, Riqiang Gao, Mirza S. Khan, Shunxing Bao, Yucheng Tang, Steve Deppen, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Mattias P. Heinrich, Bennett A. Landman |
| 2021 | Diffusion MRI and silver standard masks to improve CNN-based thalamus segmentation. Gustavo R. Pinheiro, Lorenza Brusini, Albulena Bajrami, Francesca B. Pizzini, Massimiliano Calabrese, Fabiano Reis, Simone Appenzeller, Gloria Menegaz, Letícia Rittner |
| 2021 | Domain adaptation for organ segmentation from non-contrast to contrast enhanced CT. Sidharth Abrol, Sandeep Dutta, Bipul Das, Sanjay N. T., Saad A. Sirohey |
| 2021 | Drusen segmentation with sparse volumetric SD-OCT sampling. Abum Okemgbo, David Rein, Yiyang Wang, Amani A. Fawzi, Jacob Furst, Daniela Raicu |
| 2021 | Dynamic palatogram generation from Cine MRI for normalized speech assessment. Muhan Shao, Aaron Carass, Jiachen Zhuo, Xiao Liang, Dima H. Ghunaim, Maureen L. Stone, Jerry L. Prince |
| 2021 | EMONAS: efficient multiobjective neural architecture search framework for 3D medical image segmentation. Maria G. Baldeon Calisto, Susana K. Lai-Yuen |
| 2021 | Enhancing Z-resolution in CT volumes with deep residual learning. Utkarsh Agrawal, Aditya Hegde, Rajesh Langoju, Prasad Sudhakar, Bhushan D. Patil, Sundar R. K., Yasuhiro Imai, Risa Shigemasa, Omi Yasuo, Bipul Das |
| 2021 | Enhancing reproductive organ segmentation in pediatric CT via adversarial learning. Chi Nok Enoch Kan, Taly Gilat Schmidt, Dong Hye Ye |
| 2021 | Establishing surface correspondence for post-surgical cortical thickness changes in temporal lobe epilepsy. Yue Liu, Dario J. Englot, Victoria L. Morgan, Warren D. Taylor, Ying Wei, Ipek Oguz, Bennett A. Landman, Ilwoo Lyu |
| 2021 | Evaluation of U-net-based image segmentation model to digital mammography. Priscilla Cho, Hong-Jun Yoon |
| 2021 | Fast tissue detection in volumetric laser endomicroscopy using convolutional neural networks: an object-detection approach. Endi Selmanaj, Fons van der Sommen, Sanne E. Okel, Joost van der Putten, Maarten R. Struyvenberg, Jacques J. G. H. M. Bergman, Peter H. N. de With |
| 2021 | Finding atrophy patterns of grey matter through orthonormal non-negative factorization. Wenbo Zhang, Kwun Chuen Gary Chan, Dean Shibata, David R. Haynor |
| 2021 | Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imaging. Fangxu Xing, Maureen Stone, Jerry L. Prince, Xiaofeng Liu, Georges El Fakhri, Jonghye Woo |
| 2021 | FlyBy CNN: a 3D surface segmentation framework. Louis Boubolo, Maxime Dumont, Serge Brosset, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Beatriz Paniagua, Lucia H. S. Cevidanes, Martin Styner, Juan Carlos Prieto |
| 2021 | G-MIND: an end-to-end multimodal imaging-genetics framework for biomarker identification and disease classification. Sayan Ghosal, Qiang Chen, Giulio Pergola, Aaron L. Goldman, William Ulrich, Karen Faith Berman, Giuseppe Blasi, Leonardo Fazio, Antonio Rampino, Alessandro Bertolino, Daniel R. Weinberger, Venkata S. Mattay, Archana Venkataraman |
| 2021 | GAN based unsupervised segmentation: should we match the exact number of objects. Quan Liu, Isabella M. Gaeta, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo |
| 2021 | Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset. Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha |
| 2021 | Gland segmentation in pancreas histopathology images based on selective multi-scale attention. Changxing Yang, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jianming Zheng |
| 2021 | Graph attention networks for segment labeling in coronary artery trees. Nils Hampe, Jelmer M. Wolterink, Carlos Collet, Nils Planken, Ivana Isgum |
| 2021 | Graph loss function for unsupervised learning-based deformable medical image registration. Sheng Lan, Bo Yuan, Zhenhua Guo |
| 2021 | HydraNet: a multi-branch convolutional neural network architecture for MRI denoising. Stephen Gregory, Hu Cheng, Sharlene D. Newman, Yu Gan |
| 2021 | Improve global glomerulosclerosis classification with imbalanced data using CircleMix augmentation. Yuzhe Lu, Haichun Yang, Zheyu Zhu, Ruining Deng, Agnes B. Fogo, Yuankai Huo |
| 2021 | Improved CycleGAN with application to COVID-19 classification. Asaf Bar-El, Dana Cohen, Noa Cahan, Hayit Greenspan |
| 2021 | Improvement of inter-slice resolution based on 2D CNN with thin bone structure-aware on head-and-neck CT images. Hee Rim Yun, Min Jin Lee, Helen Hong, Kyu Won Shim, Jonghong Jeon |
| 2021 | Improving T1w MRI-based brain tumor segmentation using cross-modal distillation. Masoomeh Rahimpour, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Karolien Goffin, Michel Koole |
| 2021 | Improving deformable image registration accuracy using a hybrid similarity metric for adaptive radiation therapy. Keyur D. Shah, James A. Shackleford, Nagarajan Kandasamy, Gregory C. Sharp |
| 2021 | Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset. Adrianna Janik, Jonathan Dodd, Georgiana Ifrim, Kris Sankaran, Kathleen M. Curran |
| 2021 | Invertible residual network with regularization for effective volumetric segmentation. Kashu Yamazaki, Vidhiwar Singh Rathour, T. Hoang Ngan Le |
| 2021 | Iterative reconstruction anti-correlated ROF model for noise reduction in dual-energy CBCT imaging. Luis Albert Zavala-Mondragón, Klaus J. Engel, Bernd Menser, Danny Ruijters, Peter H. N. de With, Fons van der Sommen |
| 2021 | Joint analysis of structural connectivity and cortical surface features: correlates with mild traumatic brain injury. Cailey I. Kerley, Leon Y. Cai, Chang Yu, Logan M. Crawford, Jason M. Elenberger, Eden S. Singh, Kurt G. Schilling, Katherine S. Aboud, Bennett A. Landman, Tonia S. Rex |
| 2021 | Joint cortical surface and structural connectivity analysis of Alzheimer's disease. Leon Y. Cai, Cailey I. Kerley, Chang Yu, Katherine S. Aboud, Lori L. Beason-Held, Andrea T. Shafer, Susan M. Resnick, Lori C. Jordan, Adam W. Anderson, Kurt G. Schilling, Ilwoo Lyu, Bennett A. Landman |
| 2021 | Joint optic disc and cup segmentation based on multi-module U-shaped network. Qianlong Zhu, Gaohui Luo, Xinjian Chen, Fei Shi, Lingjiao Pan, Weifang Zhu |
| 2021 | Keypoint matching networks for longitudinal fundus image affine registration. Yunzhen Peng, Xinjian Chen, Dehui Xiang, Gaohui Luo, Mulin Cai |
| 2021 | Label super resolution for 3D magnetic resonance images using deformable U-net. Di Liu, Jiang Liu, Yihao Liu, Ran Tao, Jerry L. Prince, Aaron Carass |
| 2021 | Learning inverse consistent 3D groupwise registration with deforming autoencoders. Hanna Siebert, Kumar T. Rajamani, Mattias P. Heinrich |
| 2021 | Learning unbiased group-wise registration (LUGR) and joint segmentation: evaluation on longitudinal diffusion MRI. Bo Li, Wiro J. Niessen, Stefan Klein, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron |
| 2021 | Lesion-wise evaluation for effective performance monitoring of small object segmentation. Irme Groothuis, Carole H. Sudre, Silvia Ingala, Josephine Barnes, Juan Domingo Gispert, Lauge Sørensen, Akshay Pai, Mads Nielsen, Sébastien Ourselin, M. Jorge Cardoso, Frederik Barkhof, Marc Modat |
| 2021 | Localised 3D disparity regularisation for improving contour propagation in Adaptive Radiotherapy. Durai Arun Pannir Selvam, David I. Laurenson, William H. Nailon, Duncan B. McLaren |
| 2021 | Longitudinal subcortical segmentation with deep learning. Hao Li, Huahong Zhang, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz |
| 2021 | Low-count PET image reconstruction with Bayesian inference over a Deep Prior. Hernan Carrillo, Maël Millardet, Thomas Carlier, Diana Mateus |
| 2021 | Lung tumor segmentation of PET/CT using dual pyramid mask R-CNN. Tonghe Wang, Yang Lei, Sibo Tian, Tian Liu, Walter J. Curran, Kristin Higgins, Xiaofeng Yang |
| 2021 | MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs. Hao Li, Huahong Zhang, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz |
| 2021 | Measure partial liver volumetric variations from paired inspiratory-expiratory chest CT scans. Can Luo, James G. Terry, Yucheng Tang, Kaiwen Xu, Pierre P. Massion, Bennett A. Landman, Jeffrey Carr, Yuankai Huo |
| 2021 | Medical Imaging 2021: Image Processing, Online, February 15-19, 2021 Ivana Isgum, Bennett A. Landman |
| 2021 | Metal artifact reduction, intra cochlear anatomy segmentation, and cochlear implant electrodes localization in CT images with a multi-task 3D network. Jianing Wang, Yiyuan Zhao, Jack H. Noble, Benoit M. Dawant |
| 2021 | Motion correction in dynamic contrast-enhanced magnetic resonance images using pharmacokinetic modeling. Mia Mojica, Mehran Ebrahimi |
| 2021 | Multi-agent shape models for hip landmark detection in MR scans. Imad Eddine Ibrahim Bekkouch, Tamerlan Aidinovich, Tomaz Vrtovec, Ramil Kuleev, Bulat Ibragimov |
| 2021 | Multi-organ segmentation on head and neck dual-energy CT using Deep Neural Networks. Tonghe Wang, Yang Lei, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang |
| 2021 | Noise characteristics in low to high kVp domain translation with Deep Regression Network. Vanika Singhal, Rajesh Langoju, Sidharth Abrol, Utkarsh Agrawal, Bhushan D. Patil, Sandeep Dutta, Bipul Das |
| 2021 | ProGNet: prostate gland segmentation on MRI with deep learning. Simon John Christoph Soerensen, Richard E. Fan, Arun Seetharaman, Leo C. Chen, Wei Shao, Indrani Bhattacharya, Michael Borre, Benjamin Chung, Katherine J. To'o, Geoffrey A. Sonn, Mirabela Rusu |
| 2021 | Progressive medical image annotation with convolutional neural network-based interactive segmentation method. Yunkun Bai, Guangmin Sun, Yu Li, Le Shen, Li Zhang |
| 2021 | Prostate dose prediction in HDR Brachytherapy using unsupervised multi-atlas fusion. Yang Lei, Yabo Fu, Tonghe Wang, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang |
| 2021 | Random search as a neural network optimization strategy for Convolutional-Neural-Network (CNN)-based noise reduction in CT. Nathan R. Huber, Andrew D. Missert, Hao Gong, Scott S. Hsieh, Shuai Leng, Lifeng Yu, Cynthia H. McCollough |
| 2021 | Reconstruction and refinement of crossing muscle fibers in the human tongue. Muhan Shao, Arnold D. Gomez, Jiachen Zhuo, Xiao Liang, Maureen Stone, Aaron Carass, Jerry L. Prince |
| 2021 | Renal cortex, medulla and pelvicaliceal system segmentation on arterial phase CT images with random patch-based networks. Yucheng Tang, Riqiang Gao, Ho Hin Lee, Zhoubing Xu, Brent V. Savoie, Shunxing Bao, Yuankai Huo, Agnes B. Fogo, Raymond Harris, Mark P. de Caestecker, Jeffrey M. Spraggins, Bennett A. Landman |
| 2021 | Ring artifact removal method with generative adversarial network for the refraction-contrast computed tomography. Zhuoran Huang, Naoki Sunaguchi, Daisuke Shimao, Shu Ichihara, Tetsuya Yuasa, Masami Ando |
| 2021 | SANet: a self-adaptive network for hyperreflective foci segmentation in retinal OCT images. Chenpu Yao, Weifang Zhu, Meng Wang, Liangjiu Zhu, Haifan Huang, Haoyu Chen, Xinjian Chen |
| 2021 | SGCNet: a scale-aware and global context network for linear lesion segmentation in MCSL fundus images of high myopia. Gaohui Luo, Qianlong Zhu, Xinjian Chen, Fei Shi, Ying Fan, Jiamin Xie, Qiuying Chen, Lingjiao Pan, Weifang Zhu |
| 2021 | Segmentation of RBCC disruption and myopic stretch line in retinal OCT images using an improved U-shape network. Yichao Diao, Xinjian Chen, Ying Fan, Jiamin Xie, Qiuying Chen, Lingjiao Pan, Weifang Zhu |
| 2021 | Segmentation of retinal detachment and retinoschisis in OCT images based on improved U-shaped network with cross-fusion global feature module. Changqing Yang, Xinjian Chen, Jinzhu Su, Weifang Zhu, Qiuying Chen, Jiayi Yu, Ying Fan, Fei Shi |
| 2021 | Segmenting microcalcifications in mammograms and its applications. Roee Zamir, Shai Bagon, David Samocha, Yael Yagil, Ronen Basri, Miri Sklair-Levy, Meirav Galun |
| 2021 | Self-supervised monocular depth estimation in gastroendoscopy using GAN-augmented images. Aji Resindra Widya, Yusuke Monno, Masatoshi Okutomi, Sho Suzuki, Takuji Gotoda, Kenji Miki |
| 2021 | Single MR image super-resolution via mixed self-similarity attention network. Xiaowan Hu, Haoqian Wang, Yi Luo, Zhongzhi Sun, Yanbin Peng |
| 2021 | SlabGAN: a method for generating efficient 3D anisotropic medical volumes using generative adversarial networks. Jason L. Granstedt, Varun A. Kelkar, Weimin Zhou, Mark A. Anastasio |
| 2021 | Style encoding for class-specific image generation. Dana Cohen Hochberg, Raja Giryes, Hayit Greenspan |
| 2021 | Super-resolution and deblurring enhancement for narrow band imaging bronchoscopy. Vahid Daneshpajooh, Saptarashmi Bandyopadhyay, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins |
| 2021 | Synthetic CT-based multi-organ segmentation in cone beam CT for adaptive pancreatic radiotherapy. Xianjin Dai, Yang Lei, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Jun Zhou, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang |
| 2021 | Synthetic atrophy for longitudinal surface-based cortical thickness measurement. Kathleen E. Larson, Ipek Oguz |
| 2021 | TextureWGAN: texture preserving WGAN with MLE regularizer for inverse problems. Masaki Ikuta, Jun Zhang |
| 2021 | Thalamus segmentation using convolutional neural networks. Shangxian L. Wang, Shuo Han, Aaron Carass, Jiachen Zhuo, Steve Roys, Rao P. Gullapalli, Li Jiang, Jerry L. Prince |
| 2021 | Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesis. Enamundram M. V. Naga Karthik, Catherine Laporte, Farida Cheriet |
| 2021 | Towards cascaded V-Net for automatic accurate kidney segmentation from abdominal CT images. Xiongbiao Luo, Wankang Zeng, Wenkang Fan, Song Zheng, Jianhui Chen, Rong Liu, Zengqin Liu, Yinran Chen |
| 2021 | U-SDRC: a novel deep learning-based method for lesion enhancement in liver CT images. Zhongshu Zheng, Ling Ma, Songxiao Yang, Said Boumaraf, Xiabi Liu, Xiaohong Ma |
| 2021 | Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning. Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori |
| 2021 | Unsupervised super-resolution: creating high-resolution medical images from low-resolution anisotropic examples. Jörg Sander, Bob D. de Vos, Ivana Isgum |
| 2021 | Use of a convolutional neural network to identify infarct core using computed tomography perfusion parameters. Ryan A. Rava, Alexander R. Podgorsak, Mohammad Waqas, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita |
| 2021 | Validation of active shape model techniques for intra-cochlear anatomy segmentation in CT images. Rueben A. Banalagay, Robert F. Labadie, Jack H. Noble |
| 2021 | Validation of group-wise registration for surface-based functional MRI analysis. Chang Yu, Yue Liu, Leon Y. Cai, Cailey I. Kerley, Kaiwen Xu, Warren D. Taylor, Hakmook Kang, Andrea T. Shafer, Lori L. Beason-Held, Susan M. Resnick, Bennett A. Landman, Ilwoo Lyu |
| 2021 | Variational autoencoders with a structural similarity loss in time of flight MRAs. Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf |
| 2021 | Welcome and Introduction to SPIE Conference 11596. Ivana Isgum, Bennett A. Landman |