Table of Contents

• Temporal-Adaptive Graph Convolutional Network for Automated Identification of Major Depressive Disorder Using Resting-State fMRIDongren Yao, Jing Sui, Erkun Yang, Pew-Thian Yap, Dinggang Shen, Mingxia Liu. 1-10 [doi]
• Error Attention Interactive Segmentation of Medical Image Through Matting and FusionWeifeng Hu, Xiaofen Yao, Zhou Zheng, Xiaoyun Zhang, Yu-Min Zhong, Xiaoxia Wang, Ya Zhang, Yanfeng Wang. 11-20 [doi]
• A Novel fMRI Representation Learning Framework with GANQinglin Dong, Ning Qiang, Jinglei Lv, Xiang Li 0001, Liang Dong, Tianming Liu, Quanzheng Li. 21-29 [doi]
• Semi-supervised Segmentation with Self-training Based on Quality Estimation and RefinementZhou Zheng, Xiaoxia Wang, Xiaoyun Zhang, Yu-Min Zhong, Xiaofen Yao, Ya Zhang, Yanfeng Wang. 30-39 [doi]
• 3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper BodiesEva Schnider, Antal Horváth, Georg Rauter, Azhar Zam, Magdalena Müller-Gerbl, Philippe C. Cattin. 40-49 [doi]
• Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-scale Generative Adversarial NetworkJianan Cui, Kuang Gong, Paul Han, Huafeng Liu, Quanzheng Li. 50-59 [doi]
• Self-recursive Contextual Network for Unsupervised 3D Medical Image RegistrationBo Hu, Shenglong Zhou, Zhiwei Xiong, Feng Wu 0001. 60-69 [doi]
• Automated Tumor Proportion Scoring for Assessment of PD-L1 Expression Based on Multi-Stage Ensemble StrategyYuxin Kang, Hansheng Li, Xin Han, Boju Pan, Yuan Li, Yan Jin, Qirong Bu, Lei Cui 0004, Jun Feng 0003, Lin Yang. 70-79 [doi]
• Uncertainty Quantification in Medical Image Segmentation with Normalizing FlowsRaghavendra Selvan, Frederik Faye, Jon Middleton, Akshay Pai. 80-90 [doi]
• Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation ForestXuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu. 91-100 [doi]
• A 3D+2D CNN Approach Incorporating Boundary Loss for Stroke Lesion SegmentationYue Zhang 0033, Jiong Wu, Yilong Liu, Yifan Chen, Ed X. Wu, Xiaoying Tang. 101-110 [doi]
• Linking Adolescent Brain MRI to Obesity via Deep Multi-cue Regression NetworkHao Guan, Erkun Yang, Li Wang 0026, Pew-Thian Yap, Mingxia Liu, Dinggang Shen. 111-119 [doi]
• Robust Multiple Sclerosis Lesion Inpainting with Edge PriorHuahong Zhang, Rohit Bakshi, Francesca Bagnato, Ipek Oguz. 120-129 [doi]
• Segmentation to Label: Automatic Coronary Artery Labeling from Mask ParcellationZhuowei Li, Qing Xia, Wenji Wang, Zhennan Yan, Ruohan Yin, Changjie Pan, Dimitris N. Metaxas. 130-138 [doi]
• GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain ConnectomesMegi Isallari, Islem Rekik. 139-149 [doi]
• Anatomy-Aware Cardiac Motion EstimationPingjun Chen, Xiao Chen, Eric Z. Chen, Hanchao Yu, Terrence Chen, Shanhui Sun. 150-159 [doi]
• Division and Fusion: Rethink Convolutional Kernels for 3D Medical Image SegmentationXi Fang, Thomas Sanford, Baris Turkbey, Sheng Xu 0001, Bradford J. Wood, Pingkun Yan. 160-169 [doi]
• LDGAN: Longitudinal-Diagnostic Generative Adversarial Network for Disease Progression Prediction with Missing Structural MRIZhenyuan Ning, Yu Zhang 0064, Yongsheng Pan, Tao Zhong, Mingxia Liu, Dinggang Shen. 170-179 [doi]
• Unsupervised MRI Homogenization: Application to Pediatric Anterior Visual Pathway SegmentationCarlos Tor-Díez, Antonio Reyes Porras, Roger J. Packer, Robert A. Avery, Marius George Linguraru. 180-188 [doi]
• Boundary-Aware Network for Kidney Tumor SegmentationShishuai Hu, Jianpeng Zhang, Yong Xia. 189-198 [doi]
• O-Net: An Overall Convolutional Network for Segmentation TasksOmid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Christos Davatzikos, Spyridon Bakas, Despina Kontos. 199-209 [doi]
• Label-Driven Brain Deformable Registration Using Structural Similarity and Nonoverlap ConstraintsShunbo Hu, Lintao Zhang, Yan Xu, Dinggang Shen. 210-219 [doi]
• EczemaNet: Automating Detection and Severity Assessment of Atopic DermatitisKevin Pan, Guillem Hurault, Kai Arulkumaran, Hywel C. Williams, Reiko J. Tanaka. 220-230 [doi]
• Deep Distance Map Regression Network with Shape-Aware Loss for Imbalanced Medical Image SegmentationHuiyu Li, Xiabi Liu, Said Boumaraf, Xiaopeng Gong, Donghai Liao, Xiaohong Ma. 231-240 [doi]
• Joint Appearance-Feature Domain Adaptation: Application to QSM Segmentation TransferBin Xiao, Naying He, Qian Wang 0001, Zhong Xue, Lei Chen 0011, Fuhua Yan, Feng Shi 0001, Dinggang Shen. 241-249 [doi]
• Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural NetworksMingxin Jiang, Shimin Yang, Jiadong Yan, Shu Zhang, Huan Liu 0006, Lin Zhao, Haixing Dai, Jinglei Lv, Tuo Zhang, Tianming Liu, Keith M. Kendrick, Xi Jiang. 250-259 [doi]
• Detection of Ischemic Infarct Core in Non-contrast Computed TomographyMaximilian Hornung, Oliver Taubmann, Hendrik Ditt, Björn Menze, Pawel Herman, Erik Fransén. 260-269 [doi]
• Bayesian Neural Networks for Uncertainty Estimation of Imaging BiomarkersJyotirmay Senapati, Abhijit Guha Roy, Sebastian Pölsterl, Daniel Gutmann, Sergios Gatidis, Christopher Schlett, Anette Peters, Fabian Bamberg, Christian Wachinger. 270-280 [doi]
• Extended Capture Range of Rigid 2D/3D Registration by Estimating Riemannian Pose GradientsWenhao Gu, Cong Gao 0003, Robert B. Grupp, Javad Fotouhi, Mathias Unberath. 281-291 [doi]
• Structural Connectivity Enriched Functional Brain Network Using Simplex Regression with GraphNetMansu Kim, Jingxaun Bao, Kefei Liu 0001, Bo-yong Park, Hyunjin Park, Li Shen. 292-302 [doi]
• Constructing High-Order Dynamic Functional Connectivity Networks from Resting-State fMRI for Brain Dementia IdentificationChunxiang Feng, Biao Jie, Xintao Ding, Daoqiang Zhang, Mingxia Liu. 303-311 [doi]
• Multi-tasking Siamese Networks for Breast Mass Detection Using Dual-View Mammogram MatchingYutong Yan, Pierre-Henri Conze, Mathieu Lamard, Gwénolé Quellec, Béatrice Cochener, Gouenou Coatrieux. 312-321 [doi]
• 3D Volume Reconstruction from Single Lateral X-Ray Image via Cross-Modal Discrete Embedding TransitionYikun Jiang, Peixin Li, Yungeng Zhang, Yuru Pei, Yuke Guo, Tianmin Xu, Xiaoru Yuan. 322-331 [doi]
• Cleft Volume Estimation and Maxilla Completion Using Cascaded Deep Neural NetworksYungeng Zhang, Yuru Pei, Yuke Guo, Si Chen, Tianmin Xu, Hongbin Zha. 332-341 [doi]
• A Deep Network for Joint Registration and Reconstruction of Images with PathologiesXu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer. 342-352 [doi]
• Learning Conditional Deformable Shape Templates for Brain AnatomyEvan M. Yu, Adrian V. Dalca, Mert R. Sabuncu. 353-362 [doi]
• Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological HeterogeneityNicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, Pamela Ventola, James S. Duncan. 363-372 [doi]
• Unsupervised Learning for Spherical Surface RegistrationFenqiang Zhao, Zhengwang Wu, Li Wang 0026, Weili Lin, Shunren Xia, Dinggang Shen, Gang Li. 373-383 [doi]
• Anatomy-Guided Convolutional Neural Network for Motion Correction in Fetal Brain MRIYuchen Pei, Li Wang 0026, Fenqiang Zhao, Tao Zhong, Lufan Liao, Dinggang Shen, Gang Li 0001. 384-393 [doi]
• Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix FactorizationSongyao Zhang, Lei Du, Jinglei Lv, Zhibin He, Xi Jiang, Lei Guo 0002, Li Wang 0026, Tianming Liu, Dinggang Shen, Gang Li 0001, Tuo Zhang. 394-403 [doi]
• Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image PriorsShuo Han, Jerry L. Prince, Aaron Carass. 404-413 [doi]
• Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality ScreeningMing Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Qian Wang. 414-422 [doi]
• Importance Driven Continual Learning for Segmentation Across DomainsSinan Özgür Özgün, Anne-Marie Rickmann, Abhijit Guha Roy, Christian Wachinger. 423-433 [doi]
• RDCNet: Instance Segmentation with a Minimalist Recurrent Residual NetworkRaphael Ortiz, Gustavo de Medeiros, Antoine H. F. M. Peters, Prisca Liberali, Markus Rempfler. 434-443 [doi]
• Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural NetworkTariq Alzyadat, Stephan Praet, Girija Chetty, Roland Goecke, David Hughes, Dinesh Kumar, Marijke Welvaert, Nicole Vlahovich, Gordon Waddington. 444-454 [doi]
• An End to End System for Measuring Axon GrowthZewen Liu, Timothy F. Cootes, Christoph Ballestrem. 455-464 [doi]
• Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCAZhibin He, Shu Zhang, Songyao Zhang, Yin Zhang, Xintao Hu, Xi Jiang, Lei Guo 0002, Tianming Liu, Lei Du, Tuo Zhang. 465-473 [doi]
• Graph Convolutional Network Based Point Cloud for Head and Neck Vessel LabelingLinlin Yao, Pengbo Jiang, Zhong Xue, Yiqiang Zhan, Dijia Wu, Lichi Zhang, Qian Wang 0001, Feng Shi 0001, Dinggang Shen. 474-483 [doi]
• Unsupervised Learning-Based Nonrigid Registration of High Resolution Histology ImagesMarek Wodzinski, Henning Müller. 484-493 [doi]
• Additive Angular Margin for Few Shot Learning to Classify Clinical Endoscopy ImagesSharib Ali, Binod Bhattarai, Tae-Kyun Kim, Jens Rittscher. 494-503 [doi]
• Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature AugmentationSebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas K. Maier, Dorin Comaniciu. 504-512 [doi]
• Gambling Adversarial Nets for Hard Sample Mining and Structured Prediction: Application in Ultrasound Thyroid Nodule SegmentationMasoumeh Bakhtiariziabari, Mohsen Ghafoorian. 513-522 [doi]
• Mammographic Image Conversion Between Source and Target Acquisition Systems Using cGANZahra Ghanian, Andreu Badal, Kenny H. Cha, Mohammad Mehdi Farhangi, Nicholas Petrick, Berkman Sahiner. 523-531 [doi]
• An End-to-End Learnable Flow Regularized Model for Brain Tumor SegmentationYan Shen, Zhanghexuan Ji, Mingchen Gao. 532-541 [doi]
• Neural Architecture Search for Microscopy Cell SegmentationYanming Zhu 0001, Erik Meijering. 542-551 [doi]
• Classification of Ulcerative Colitis Severity in Colonoscopy Videos Using Vascular Pattern DetectionMd Farhad Mokter, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen. 552-562 [doi]
• Predicting Catheter Ablation Outcomes with Pre-ablation Heart Rhythm Data: Less Is MoreLisa Y. W. Tang, Kendall Ho, Roger C. Tam, Nathaniel M. Hawkins, Michael Lim, Jason G. Andrade. 563-571 [doi]
• AdaBoosted Deep Ensembles: Getting Maximum Performance Out of Small Training DatasetsSyed M. S. Reza, John A. Butman, Deric M. Park, Dzung L. Pham, Snehashis Roy. 572-582 [doi]
• Cross-Task Representation Learning for Anatomical Landmark DetectionZeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble. 583-592 [doi]
• Cycle Ynet: Semi-supervised Tracking of 3D Anatomical LandmarksJianzhe Lin, Yue Zhang 0036, Abdoul-aziz Amadou, Ingmar Voigt, Tommaso Mansi, Rui Liao. 593-602 [doi]
• Learning Hierarchical Semantic Correspondence and Gland Instance SegmentationPei Wang, Albert C. S. Chung. 603-613 [doi]
• Open-Set Recognition for Skin Lesions Using Dermoscopic ImagesPranav Budhwant, Sumeet Shinde, Madhura Ingalhalikar. 614-623 [doi]
• End-to-End Coordinate Regression Model with Attention-Guided Mechanism for Landmark Localization in 3D Medical ImagesJupeng Li, YingHui Wang, Junbo Mao, Gang Li, Ruohan Ma. 624-633 [doi]
• Enhanced MRI Reconstruction Network Using Neural Architecture SearchQiaoying Huang, Dong Yang 0005, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas. 634-643 [doi]
• Learning Invariant Feature Representation to Improve Generalization Across Chest X-Ray DatasetsSandesh Ghimire, Satyananda Kashyap, Joy T. Wu, Alexandros Karargyris, Mehdi Moradi. 644-653 [doi]
• Noise-Aware Standard-Dose PET Reconstruction Using General and Adaptive Robust LossLei Xiang, Long Wang, Enhao Gong, Greg Zaharchuk, Tao Zhang. 654-662 [doi]
• Semi-supervised Transfer Learning for Infant Cerebellum Tissue SegmentationYue Sun, Kun Gao, Sijie Niu, Weili Lin, Gang Li, Li Wang 0026. 663-673 [doi]
• Informative Feature-Guided Siamese Network for Early Diagnosis of AutismKun Gao, Yue Sun, Sijie Niu, Li Wang 0026. 674-682 [doi]