Abstract is missing.
- Contrastive Representations for Continual Learning of Fine-Grained Histology ImagesTapabrata Chakraborti, Fergus Gleeson, Jens Rittscher. 1-9 [doi]
- Learning Transferable 3D-CNN for MRI-Based Brain Disorder Classification from Scratch: An Empirical StudyHao Guan, Li Wang 0026, Dongren Yao, Andrea Bozoki, Mingxia Liu. 10-19 [doi]
- Knee Cartilages Segmentation Based on Multi-scale Cascaded Neural NetworksJunrui Liu, Cong Hua, Liang Zhang, Ping Li, Xiaoyuan Lu. 20-29 [doi]
- Deep PET/CT Fusion with Dempster-Shafer Theory for Lymphoma SegmentationLing Huang, Thierry Denoeux, David Tonnelet, Pierre Decazes, Su Ruan. 30-39 [doi]
- Interpretable Histopathology Image Diagnosis via Whole Tissue Slide Level SupervisionZhuoyue Wu, Hansheng Li, Lei Cui 0004, Yuxin Kang, Jianye Liu, Haider Ali, Jun Feng 0003, Lin Yang. 40-49 [doi]
- Variational Encoding and Decoding for Hybrid Supervision of Registration NetworkDongdong Gu, Xiaohuan Cao, Guocai Liu, Zhong Xue, Dinggang Shen. 50-60 [doi]
- Multiresolution Registration Network (MRN) Hierarchy with Prior Knowledge LearningDongdong Gu, Xiaohuan Cao, Guocai Liu, Dinggang Shen, Zhong Xue. 61-69 [doi]
- Learning to Synthesize 7 T MRI from 3 T MRI with Few Data by Deformable AugmentationJie Wei, Yongsheng Pan, Yong Xia, Dinggang Shen. 70-79 [doi]
- Rethinking Pulmonary Nodule Detection in Multi-view 3D CT Point Cloud RepresentationJingya Liu, Oguz Akin, Yingli Tian. 80-90 [doi]
- End-to-End Lung Nodule Detection Framework with Model-Based Feature Projection BlockIvan Drokin, Elena Ericheva. 91-100 [doi]
- Learning Structure from Visual Semantic Features and Radiology Ontology for Lymph Node Classification on MRIYingying Zhu, Shuai Wang, Qingyu Chen 0001, Sungwon Lee, Thomas C. Shen, Daniel C. Elton, Zhiyong Lu, Ronald M. Summers. 101-109 [doi]
- Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region AlignmentZhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur N. Srihari, Yifan Peng, Mingchen Gao. 110-119 [doi]
- Cell Counting by a Location-Aware NetworkZuhui Wang, Zhaozheng Yin. 120-129 [doi]
- Exploring Gyro-Sulcal Functional Connectivity Differences Across Task Domains via Anatomy-Guided Spatio-Temporal Graph Convolutional NetworksMingxin Jiang, Shimin Yang, Zhongbo Zhao, Jiadong Yan, Yuzhong Chen, Tuo Zhang, Shu Zhang 0001, Benjamin Becker, Keith M. Kendrick, Xi Jiang. 130-139 [doi]
- StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and SynthesisIslem Mhiri, Mohamed-Ali Mahjoub, Islem Rekik. 140-150 [doi]
- Multi-Feature Semi-Supervised Learning for COVID-19 Diagnosis from Chest X-Ray ImagesXiao Qi, David J. Foran, John L. Nosher, Ilker Hacihaliloglu. 151-160 [doi]
- Transfer Learning with a Layer Dependent Regularization for Medical Image SegmentationNimrod Sagie, Hayit Greenspan, Jacob Goldberger. 161-170 [doi]
- Multi-scale Self-supervised Learning for Multi-site Pediatric Brain MR Image Segmentation with Motion/Gibbs ArtifactsYue Sun, Kun Gao, Weili Lin, Gang Li 0001, Sijie Niu, Li Wang 0026. 171-179 [doi]
- Deep Active Learning for Dual-View Mammogram AnalysisYutong Yan, Pierre-Henri Conze, Mathieu Lamard, Heng Zhang, Gwénolé Quellec, Béatrice Cochener, Gouenou Coatrieux. 180-189 [doi]
- Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal UltrasoundShuangchi He, Zehui Lin, Xin Yang 0009, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni 0001. 190-198 [doi]
- Semi-supervised Learning Regularized by Adversarial Perturbation and Diversity MaximizationPeng Liu, Guoyan Zheng. 199-208 [doi]
- TransforMesh: A Transformer Network for Longitudinal Modeling of Anatomical MeshesIgnacio Sarasua, Sebastian Pölsterl, Christian Wachinger. 209-218 [doi]
- A Recurrent Two-Stage Anatomy-Guided Network for Registration of Liver DCE-MRIWenjun Shen, Liyun Chen, Dongming Wei, Yuanfang Qiao, Yiqiang Zhan, Dinggang Shen, Qian Wang 0001. 219-227 [doi]
- Learning Infant Brain Developmental Connectivity for Cognitive Score PredictionYu Li, Jiale Cheng, Xin Zhang, Ruiyan Fang, Lufan Liao, Xinyao Ding, Hao Ni, Xiangmin Xu, Zhengwang Wu, Dan Hu, Weili Lin, Li Wang 0026, John Gilmore, Gang Li. 228-237 [doi]
- Hierarchical 3D Feature Learning forPancreas SegmentationFederica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato. 238-247 [doi]
- Voxel-Wise Cross-Volume Representation Learning for 3D Neuron ReconstructionHeng Wang 0007, Chaoyi Zhang, Jianhui Yu, Yang Song 0001, Siqi Liu, Wojciech Chrzanowski, Weidong Cai 0001. 248-257 [doi]
- Diagnosis of Hippocampal Sclerosis from Clinical Routine Head MR Images Using Structure-constrained Super-Resolution NetworkZehong Cao, Feng Shi, Qiang Xu, Gaoping Liu, Tianyang Sun, Xiaodan Xing, Yichu He, Guangming Lu, Zhiqiang Zhang, Dinggang Shen. 258-266 [doi]
- Pre-biopsy Multi-class Classification of Breast Lesion Pathology in MammogramsTal Tlusty, Michal Ozery-Flato, Vesna Resende Barros, Ella Barkan, Mika Amit, David Gruen, Michal Guindy, Tal Arazi, Mona Rozin, Michal Rosen-Zvi, Efrat Hexter. 277-286 [doi]
- Co-segmentation of Multi-modality Spinal Image Using Channel and Spatial AttentionYaocong Zou, Yonghong Shi. 287-295 [doi]
- Hetero-Modal Learning and Expansive Consistency Constraints for Semi-supervised Detection from Multi-sequence DataBolin Lai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Le Lu 0001, Lingyun Huang, Mei Han, Jing Xiao 0006, Heping Hu, Adam P. Harrison. 296-305 [doi]
- STRUDEL: Self-training with Uncertainty Dependent Label Refinement Across DomainsFabian Gröger, Anne-Marie Rickmann, Christian Wachinger. 306-316 [doi]
- Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia AssessmentOthmane Laousy, Guillaume Chassagnon, Edouard Oyallon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou. 317-326 [doi]
- MIST GAN: Modality Imputation Using Style Transfer for MRIJayaChandra Raju, Gayatri Kompella, Keerthi Ram, Rajeswaran Rangasami, Rajoo Ramachandran, Mohanasankar Sivaprakasam. 327-336 [doi]
- Biased Extrapolation in Latent Space forImbalanced Deep LearningSuhyeon Jeong, Seungkyu Lee. 337-346 [doi]
- 3DMeT: 3D Medical Image Transformer for Knee Cartilage Defect AssessmentSheng Wang, Zixu Zhuang, Kai Xuan, Dahong Qian, Zhong Xue, Jia Xu, Ying Liu, Yiming Chai, Lichi Zhang, Qian Wang 0001, Dinggang Shen. 347-355 [doi]
- A Gaussian Process Model for Unsupervised Analysis of High Dimensional Shape DataWenzheng Tao, Riddhish Bhalodia, Ross T. Whitaker. 356-365 [doi]
- Standardized Analysis of Kidney Ultrasound Images for the Prediction of Pediatric Hydronephrosis SeverityPooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sanchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru. 366-375 [doi]
- Automated Deep Learning-Based Detection of Osteoporotic Fractures in CT ImagesEren Bora Yilmaz, Christian Bürger, Tobias Fricke, Md Motiur Rahman Sagar, Jaime Peña, Cristian Lorenz, Claus Christian Glüer, Carsten Meyer. 376-385 [doi]
- GT U-Net: A U-Net Like Group Transformer Network for Tooth Root SegmentationYunxiang Li, Shuai Wang, Jun Wang, Guodong Zeng, Wenjun Liu, Qianni Zhang, Qun Jin, Yaqi Wang. 386-395 [doi]
- Information Bottleneck Attribution for Visual Explanations of Diagnosis and PrognosisUgur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci. 396-405 [doi]
- Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc LabelingReza Azad, Lucas Rouhier, Julien Cohen-Adad. 406-415 [doi]
- TED-Net: Convolution-Free T2T Vision Transformer-Based Encoder-Decoder Dilation Network for Low-Dose CT DenoisingDayang Wang, Zhan Wu, Hengyong Yu. 416-425 [doi]
- Self-supervised Mean Teacher for Semi-supervised Chest X-Ray ClassificationFengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid 0001, Gustavo Carneiro. 426-436 [doi]
- VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep LearningMengyang Zhao, Quan Liu, Aadarsh Jha, Ruining Deng, Tianyuan Yao, Anita Mahadevan-Jansen, Matthew J. Tyska, Bryan A. Millis, Yuankai Huo. 437-446 [doi]
- Using Spatio-Temporal Correlation Based Hybrid Plug-and-Play Priors (SEABUS) for Accelerated Dynamic Cardiac Cine MRIQingyong Zhu, Dong Liang. 447-456 [doi]
- Window-Level Is a Strong Denoising SurrogateAyaan Haque, Adam Wang, Abdullah-Al-Zubaer Imran. 457-466 [doi]
- Cardiovascular Disease Risk Improves COVID-19 Patient Outcome PredictionDiego Machado Reyes, Hanqing Chao, Fatemeh Homayounieh, Juergen Hahn, Mannudeep K. Kalra, Pingkun Yan. 467-476 [doi]
- Self-supervision Based Dual-Transformation Learning for Stain Normalization, Classification andSegmentationShiv Gehlot, Anubha Gupta. 477-486 [doi]
- Deep Representation Learning for Image-Based Cell ProfilingWenzhao Wei, Sacha Haidinger, John Lock, Erik Meijering. 487-497 [doi]
- Detecting Extremely Small Lesions in Mouse Brain MRI with Point Annotations via Multi-task LearningXiaoyang Han, Yuting Zhai, Ziqi Yu, Tingying Peng, Xiao-yong Zhang. 498-506 [doi]
- Morphology-Guided Prostate MRI Segmentation with Multi-slice AssociationJianping Li, Zhiming Cui, Shuai Wang, Jie Wei, Jun Feng 0003, Shu Liao, Dinggang Shen. 507-516 [doi]
- Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency RegularizationRunze Wang, Guoyan Zheng. 517-526 [doi]
- Landmark-Guided Rigid Registration for Temporomandibular Joint MRI-CBCT Images with Large Field-of-View DifferenceJupeng Li, YingHui Wang, Shuai Wang, Kai Zhang, Gang Li. 527-536 [doi]
- Spine-Rib Segmentation and Labeling via Hierarchical Matching and Rib-Guided RegistrationCaiwen Jiang, Zhiming Cui, Dongming Wei, Yuhang Sun, Jiameng Liu, Jie Wei, Qun Chen, Dijia Wu, Dinggang Shen. 537-545 [doi]
- Multi-scale Segmentation Network for Rib Fracture Classification from CT ImagesJiameng Liu, Zhiming Cui, Yuhang Sun, Caiwen Jiang, Zirong Chen, Hao Yang, Yuyao Zhang, Dijia Wu, Dinggang Shen. 546-554 [doi]
- Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture ClassificationJun Luo, Gene Kitamura, Dooman Arefan, Emine Doganay, Ashok Panigrahy, Shandong Wu. 555-564 [doi]
- Contrastive Learning of Single-Cell Phenotypic Representations for Treatment ClassificationAlexis Perakis, Ali Gorji, Samriddhi Jain, Krishna Chaitanya, Simone Rizza, Ender Konukoglu. 565-575 [doi]
- CorLab-Net: Anatomical Dependency-Aware Point-Cloud Learning for Automatic Labeling of Coronary ArteriesXiao Zhang, Zhiming Cui, Jun Feng, Yanli Song, Dijia Wu, Dinggang Shen. 576-585 [doi]
- A Hybrid Deep Registration of MR Scans to Interventional Ultrasound for Neurosurgical GuidanceRamy A. Zeineldin, Mohamed E. Karar, Franziska Mathis-Ullrich, Oliver Burgert. 586-595 [doi]
- Segmentation of Peripancreatic Arteries in Multispectral Computed Tomography ImagingAlina Dima, Johannes C. Paetzold, Friederike Jungmann, Tristan Lemke, Philipp Raffler, Georgios Kaissis, Daniel Rueckert, Rickmer Braren. 596-605 [doi]
- SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark DetectionQin Liu, Han Deng 0001, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen 0020, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia. 606-614 [doi]
- Skull Segmentation from CBCT Images via Voxel-Based RenderingQin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen 0020, Dinggang Shen, Pew-Thian Yap, James J. Xia. 615-623 [doi]
- Alzheimer's Disease Diagnosis via Deep Factorization Machine ModelsRaphael Ronge, Kwangsik Nho, Christian Wachinger, Sebastian Pölsterl. 624-633 [doi]
- 3D Temporomandibular Joint CBCT Image Segmentation via Multi-directional Resampling Ensemble Learning NetworkKai Zhang, Jupeng Li, Ruohan Ma, Gang Li. 634-643 [doi]
- Vox2Surf: Implicit Surface Reconstruction from Volumetric DataYoonmi Hong, Sahar Ahmad, Ye Wu 0001, Siyuan Liu, Pew-Thian Yap. 644-653 [doi]
- Clinically Correct Report Generation from Chest X-Rays Using TemplatesPablo Pino, Denis Parra, Cecilia Besa, Claudio Lagos. 654-663 [doi]
- Extracting Sequential Features from Dynamic Connectivity Network with rs-fMRI Data for AD ClassificationKai Lin, Biao Jie, Peng Dong, Xintao Ding, Weixin Bian, Mingxia Liu. 664-673 [doi]
- Integration of Handcrafted and Embedded Features from Functional Connectivity Network with rs-fMRI forBrain Disease ClassificationPeng Dong, Biao Jie, Lin Kai, Xintao Ding, Weixin Bian, Mingxia Liu. 674-681 [doi]
- Detection of Lymph Nodes in T2 MRI Using Neural Network EnsemblesTejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers. 682-691 [doi]
- Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism DetectionNahid Ul Islam, Shiv Gehlot, Zongwei Zhou, Michael B. Gotway, Jianming Liang. 692-702 [doi]