Table of Contents

• Ca-Mt: A Self-Ensembling Model for Semi-Supervised Cardiac Segmentation with Elliptical Descriptor Based Contour-Awarean Xu, Shaoyu Wang, Shaoping Ye, Jingyi Fan, Xiujin Shi, XiaoLing Xia. 1-5 [doi]
• Artifact Identification in Digital Histopathology Images Using Few-Shot LearningNazim N. Shaikh, Kamil Wasag, Yao Nie. 1-4 [doi]
• Cross-Level Contrastive Learning and Consistency Constraint for Semi-Supervised Medical Image SegmentationXinkai Zhao, Chaowei Fang, De-Jun Fan, Xutao Lin, Feng Gao, Guanbin Li. 1-5 [doi]
• A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound EvaluationManna E. Philip, Ana Ferrieira, Aishani Tomar, Sparsh Chawla, Alec W. Welsh, Gordon N. Stevenson, Arcot Sowmya. 1-5 [doi]
• Disentanglement Enables Cross-Domain Hippocampus SegmentationJohn Kalkhof, Camila González, Anirban Mukhopadhyay 0003. 1-5 [doi]
• Aortic Arch Anatomy Characterization from MRA: A CNN-Based Segmentation ApproachMounir Lahlouh, Yasmina Chenoune, Raphaël Blanc, Jérôme Szewczyk, Nicolas Passat. 1-5 [doi]
• EDDIE-Transformer: Enriched Disease Embedding Transformer for X-Ray Report GenerationHoang T. N. Nguyen, Dong Nie, Taivanbat Badamdorj, Yujie Liu, Lingzi Hong, Jason Truong, Li Cheng. 1-5 [doi]
• Simultaneous Imaging of Ultrasonic Backscatter and Attenuation Coefficients for Liver Steatosis Detection in a Murine Animal ModelJosé Timaná, Hector Chahuara, Lokesh Basavarajappa, Adrian Basarab, Kenneth Hoyt, Roberto Lavarello. 1-4 [doi]
• TDM-Stargan: Stargan Using Time Difference Map to Generate Dynamic Contrast-Enhanced Mri from Ultrafast Dynamic Contrast-Enhanced MriYoung-tack Oh, Eunsook Ko, Hyunjin Park. 1-5 [doi]
• Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct ImagesYan Hu, Yongsheng Pan, Yang Song, Erik Meijering, Zhiming Cui, Yue Zhao 0012, Zhongxiang Ding, Min Zhu, Dinggang Shen. 1-4 [doi]
• Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention NetworkCong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Yang Song 0001. 1-4 [doi]
• Imbalanced Cell-Cycle Classification Using Wgan-Div and MixupPriyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song. 1-4 [doi]
• Navier-Stokes-Based Regularization for 4d Flow MRI Super-ResolutionSébastien Levilly, Saïd Moussaoui, Jean-Michel Serfaty. 1-5 [doi]
• Segtransvae: Hybrid Cnn - Transformer with Regularization for Medical Image SegmentationQuan-Dung Pham, Hai Nguyen-Truong, Nam Nguyen Phuong, N. A. Khoa Nguyen, Chanh D. T. Nguyen, Trung Bui, Steven Q. H. Truong. 1-5 [doi]
• AMD Classification Based on Adversarial Domain Adaptation with Center LossShengzhu Yang, Xi Zhang, He Zhao 0002, Huiqi Li, Hanruo Liu, Ningli Wang. 1-5 [doi]
• Neural Radiance ProjectionPham Ngoc Huy, Tran Minh Quan. 1-5 [doi]
• GORDA: Graph-Based Orientation Distribution Analysis of SLI Scatterometry Patterns of Nerve FibresEsteban Vaca, Miriam Menzel, Katrin Amunts, Markus Axer, Timo Dickscheid. 1-5 [doi]
• Structural-Mr Informed QSM Reconstruction Using Deep Image PriorK. Pavan Kumar Reddy, Viswanath P. Sudarshan, Jayavardhana Gubbi, Arpan Pal. 1-4 [doi]
• Towards Patient Specific Reconstruction Using Perception-Aware CNN and Planning CT as PriorSuhita Ghosh, Philipp Ernst, Georg Rose, Andreas Nürnberger, Sebastian Stober. 1-5 [doi]
• Cerebrovascular Landmark Detection under Anatomical VariationsZimeng Tan, Jianjiang Feng, Wangsheng Lu, Yin Yin, Guangming Yang, Jie Zhou 0001. 1-5 [doi]
• Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph ConvolutionsJiaxing Gao, Changhe Li, Zhibin He, Yaonai Wei, Lei Guo 0002, Junwei Han, Shu Zhang 0001, Tuo Zhang. 1-5 [doi]
• Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell SegmentationTanjin Taher Toma, Yuexuan Wu, Jie Wang, Anuj Srivastava, Andreas Gahlmann, Scott T. Acton. 1-5 [doi]
• Towards Reducing Aleatoric Uncertainty for Medical Imaging TasksAbhishek Singh Sambyal, Narayanan C. Krishnan, Deepti R. Bathula. 1-4 [doi]
• Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised MannerZeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert. 1-5 [doi]
• Band Selective Volterra Filter for Nonlinear Ultrasound ImagingAbhishek Sahoo, Emad S. Ebbini. 1-4 [doi]
• A Hybrid Multi-Object Segmentation Framework with Model-Based B-Splines for Microbial Single Cell AnalysisKarina Ruzaeva, Katharina Nöh, Benjamin Berkels. 1-5 [doi]
• Fedsld: Federated Learning with Shared Label Distribution for Medical Image ClassificationJun Luo 0010, Shandong Wu. 1-5 [doi]
• Bayesian Optimization Using Hamiltonian Dynamics for Sparse Artificial Neural NetworksMohamed Fakhfakh, Bassem Bouaziz, Faïez Gargouri, Lotfi Chaâri. 1-4 [doi]
• Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography ClassificationYash-Yee Logan, Kiran Kokilepersaud, Gukyeong Kwon, Ghassan Alregib, Charles C. Wykoff, Hannah Yu. 1-5 [doi]
• TriageNet: A Multi-Agent Diagnosis Network for Imbalanced DataWeixiang Chen, Jianjiang Feng, Jie Zhou 0001. 1-5 [doi]
• Maximizing Unambiguous Velocity Range in Phase-Contrast MRI with Multipoint EncodingShen Zhao, Rizwan Ahmad, Lee C. Potter. 1-5 [doi]
• Location-Guided Coarse-to-Fine Network for Whole Heart SegmentationXiang Zhang, Xiao Zhang, Hangzai Luo, Sheng Zhong, Lei Tang. 1-5 [doi]
• Peripapillary Atrophy Segmentation Based on ASM LossMengxuan Li, He Zhao 0002, Jie Xu, Huiqi Li. 1-4 [doi]
• Factorized Convolution with Spectral Normalization for Fundus ScreeningMing Zeng, Na Zeng, Jiansheng Fang, Jiang Liu 0001. 1-5 [doi]
• Omni-Supervised Domain Adversarial Training for White Matter Hyperintensity Segmentation in the UK BiobankVaanathi Sundaresan, Nicola K. Dinsdale, Mark Jenkinson, Ludovica Griffanti. 1-4 [doi]
• MPTGAN: A Multimodal Prior-Based Triple-Branch Network for Fast Prostate Mri ReconstructionShuo Yan, Zheng Zhang, Bo Zhang 0032, Yue Mi, Jingyun Wu, Haiwen Huang, Xirong Que, Wendong Wang. 1-5 [doi]
• MAG: A Simple Learning-Based Patient-Level Aggregation Method for Detecting Microsatellite Instability from Whole-Slide ImagesKaifeng Pang, Zuhayr Asad, Shilin Zhao, Yuankai Huo. 1-4 [doi]
• Dynamic Cardiac MRI Reconstruction Using Combined Tensor Nuclear Norm and Casorati Matrix Nuclear Norm RegularizationsYinghao Zhang, Yue Hu. 1-4 [doi]
• Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep LearningTengfei Xue, Fan Zhang 0013, Chaoyi Zhang, Yuqian Chen, Yang Song 0001, Nikos Makris, Yogesh Rathi, Weidong Cai 0001, Lauren J. O'Donnell. 1-5 [doi]
• Break: Bronchi Reconstruction by Geodesic Transformation and Skeleton EmbeddingWeihao Yu, Hao Zheng, Minghui Zhang, Hanxiao Zhang, Jiayuan Sun, Jie Yang 0002. 1-5 [doi]
• A Less Supervised Automatic Delineation Method For Intracranial Germ Cell Tumor Radiotherapy TargetsXianyu Wang, Shuai Liu, Ne Yang, Guochen Ning, Longfei Ma, Hui Zhang, Hongen Liao. 1-4 [doi]
• Lesion2void: Unsupervised Anomaly Detection in Fundus ImagesYijin Huang, WeiKai Huang, Wenhao Luo, Xiaoying Tang 0001. 1-5 [doi]
• Improved Model Based Deep Learning Using Monotone Operator Learning (Mol)Aniket Pramanik, Mathews Jacob. 1-4 [doi]
• CEUSegNet: A Cross-Modality Lesion Segmentation Network for Contrast-Enhanced UltrasoundZheling Meng, Yangyang Zhu, Xiao Fan, Jie Tian 0001, Fang Nie, Kun Wang 0019. 1-5 [doi]
• From Chairs To Brains: Customizing Optical Flow For Surgical Activity LocalizationMarkus Philipp, Neal Bacher, Stefan Saur, Franziska Mathis-Ullrich, Andrés Bruhn. 1-5 [doi]
• Breathing-Compensated Neural Networks for Real Time C-Arm Pose Estimation in Lung CT-Fluoroscopy RegistrationBrian C. Lee, Ayushi Sinha, Nicole Varble, William F. Pritchard, John W. Karanian, Bradford J. Wood, Torre Bydlon. 1-5 [doi]
• Coupling Deep Deformable Registration with Contextual Refinement for Semi-Supervised Medical Image SegmentationZiyang Li, Zi Li, Risheng Liu, Zhongxuan Luo, Xin Fan 0001. 1-5 [doi]
• Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency ComponentsHaofeng Liu, Heng Li, Mingyang Ou, Yitian Zhao, Hong Qi, Yan Hu, Jiang Liu 0001. 1-5 [doi]
• LADEN: Lesion-Aware Adversarial Deep Network for Grading of Macular Diseases Using Color Fundus ImagesRavi Kamble, Aman Srivastava, Nitin Singhal. 1-4 [doi]
• MRI Field Strength Predicts Alzheimer's Disease: a Case Example of Bias in the ADNI Data SetElina Thibeau-Sutre, Baptiste Couvy-Duchesne, Didier Dormont, Olivier Colliot, Ninon Burgos. 1-4 [doi]
• From Supervised to Unsupervised Harmonization of Diffusion Mri AcquisitionsLeon Weninger, Mushawar Ahmad, Dorit Merhof. 1-5 [doi]
• 3D Image Super-Resolution by Fluorophore Fluctuations and MA-TIRF Microscopy Reconstruction (3D-COL0RME)Vasiliki Stergiopoulou, Luca Calatroni, Sébastien Schaub, Laure Blanc-Féraud. 1-4 [doi]
• Reproducibility and Evolution of Diffusion Mri Measurements Within the Cervical Spinal Cord in Multiple SclerosisHaykel Snoussi, Benoît Combès, Olivier Commowick, Elise Bannier, Anne Kerbrat, Julien Cohen-Adad, Christian Barillot, Emmanuel Caruyer. 1-5 [doi]
• Cell Instance Segmentation Using Z-Stacks in Digital CytologyAlexandre Bouyssoux, Riadh Fezzani, Jean-Christophe Olivo-Marin. 1-4 [doi]
• Unsupervised PET Reconstruction from a Bayesian PerspectiveChenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen 0002, Yan Liu, Jiliu Zhou, Yi Zhang. 1-5 [doi]
• Feature Fusion for Segmentation and Classification of Skin LesionsYue Zhang, Zifan Chen, Hao Yu, Xinyu Yao, Hongfeng Li. 1-5 [doi]
• A Nonlinear Hierarchical Model for Longitudinal Data on ManifoldsMartin Hanik, Hans-Christian Hege, Christoph von Tycowicz. 1-5 [doi]
• Data-Consistent Non-Cartesian Deep Subspace Learning for Efficient Dynamic MR Image ReconstructionZihao Chen, Yuhua Chen, Yibin Xie, Debiao Li, Anthony G. Christodoulou. 1-5 [doi]
• Automated Dcis Identification From Multiplex Immunohistochemistry Using Generative Adversarial NetworksFaranak Sobhani, Azam Hamidinekoo, Allison H. Hall, Lorraine M. King, Jeffrey R. Marks, Carlo C. Maley, Hugo M. Horlings, Eun-Sil Shelley Hwang, Yinyin Yuan. 1-5 [doi]
• Weakly Supervised Learning For Cell Recognition In Immunohistochemical Cytoplasm Staining ImagesShichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang. 1-5 [doi]
• Multi-Modal Unsupervised Brain Image Registration Using Edge MapsVasiliki Sideri-Lampretsa, Georgios Kaissis, Daniel Rueckert. 1-5 [doi]
• Identification of Diffusive States in Tracking Applications Using Unsupervised Deep Learning MethodsHélène Kabbech, Ihor Smal. 1-4 [doi]
• Weakly-Supervised Lesion Segmentation with Self-Guidance by CT Intensity ClusteringXueyu Zhu, Andy J. Ma. 1-5 [doi]
• Ensemble Learning and Tensor Regularization for Cone-Beam Computed Tomography-Based Pelvic Organ SegmentationHanyue Zhou, Minsong Cao, Yugang Min, Stephanie Yoon, Amar Kishan, Dan Ruan. 1-4 [doi]
• Dental Restoration using a Multi-Resolution Deep Learning ApproachOlivier Lessard, François Guibault, Julia Keren, Farida Cheriet. 1-4 [doi]
• Semantic-Aware Temporal Channel-Wise Attention for Cardiac Function AssessmentGuanqi Chen, Guanbin Li. 1-4 [doi]
• Predicting Knee Osteoarthritis Progression from Structural MRI Using Deep LearningEgor Panfilov, Simo Saarakkala, Miika T. Nieminen, Aleksei Tiulpin. 1-5 [doi]
• EMT-NET: Efficient Multitask Network for Computer-Aided Diagnosis of Breast CancerJiaqiao Shi, Aleksandar Vakanski, Min Xian, Jianrui Ding, Chunping Ning. 1-5 [doi]
• Quantifying Newly Appearing Replication FOCI in Cell Nuclei Based on 3d Non-Rigid RegistrationQi Gao, Vadim O. Chagin, M. Cristina Cardoso, Karl Rohr. 1-4 [doi]
• Towards Efficient FMRI Data Re-Use: Can We Run Between-Group Analyses with Datasets Processed Differently with SPM?Xavier Rolland, Pierre Maurel, Camille Maumet. 1-4 [doi]
• A Deep Residual Learning Implementation of MetamorphosisMatthis Maillard, François Anton, Joan Glaunès, Isabelle Bloch, Pietro Gori. 1-4 [doi]
• LA-Net: Lung Adenocarcinoma Classification with Assistants from Lung Nodule Classification and Positional InformationMancheng Meng, Mianxin Liu, Xianjie Zhang, Yuxuan Liu, Xiran Cai, Yaozong Gao, Xiang Zhou, Dinggang Shen. 1-5 [doi]
• Multi-Planar T2W MRI for an Improved Prostate Cancer Lesion ClassificationAlvaro Fernandez-Quilez, Trygve Eftestøl, Svein Reidar Kjosavik, Morten Goodwin, Ketil Oppedal. 1-5 [doi]
• Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation SupervisionDingyi Rong, Jiancheng Yang, Bingbing Ni, Bilian Ke. 1-5 [doi]
• Pneumonia Detection With Semantic Similarity ScoresRahil Gholamipoor, Nima Rafiee, Markus Kollmann. 1-5 [doi]
• A Deep Learning Pipeline For Segmentation of Proteus Mirabilis Colony PatternsAnjali Doshi, Marian Shaw, Ruxandra Tonea, Rosalía Minyety, Soonhee Moon, Andrew Laine, Jia Guo, Tal Danino. 1-5 [doi]
• Improving the Detection of The Prostrate in Ultrasound Images Using Machine Learning Based Image ProcessingTao Peng, Yiyun Wu, Jing Cai. 1-4 [doi]
• Learning Left Main Bifurcation Shape Features with an AutoencoderNanway Chen, Ramtin Gharleghi, Arcot Sowmya, Susann Beier. 1-4 [doi]
• Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency LearningLinkai Peng, Li Lin 0006, Pujin Cheng, Ziqi Huang, Xiaoying Tang 0001. 1-5 [doi]
• SPA-RESUNET: Strip Pooling Attention Resunet for Multi-Class Segmentation of Vertebrae and Intervertebral DiscsChuanpu Li, Tianbao Liu, Zeli Chen, Shumao Pang, Liming Zhong, Qianjin Feng, Wei Yang 0006. 1-5 [doi]
• Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial NetworkMuhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt. 1-5 [doi]
• Improving Automated Lung Segmentation in Ct Images by Adding Anomalies Adjacent to the PleuraAzael de Melo e Sousa, Ilan F. Da Silva, Noemí Maritza Lapa Romero, Rachel Zerbini, Fabiano Reis, João Luiz Dihl Comba, Alexandre X. Falcão. 1-5 [doi]
• Convolutional Analysis Operator Learning by End-to-End Training of Iterative Neural NetworksAndreas Kofler, Christian Wald, Tobias Schaeffter, Markus Haltmeier, Christoph Kolbitsch. 1-5 [doi]
• Visual Attention Analysis Of Pathologists Examining Whole Slide Images Of Prostate CancerSouradeep Chakraborty, Ke Ma, Rajarsi Gupta 0001, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras. 1-5 [doi]
• Structure-Preserving Graph Kernel for Brain Network ClassificationJun Yu, Zhaoming Kong, Aditya Kendre, Hao Peng, Carl Yang, Lichao Sun, Alex D. Leow, Lifang He 0001. 1-5 [doi]
• In Defense of Kalman Filtering for Polyp Tracking from Colonoscopy VideosDavid Butler, Yuan Zhang, Tim Chen 0001, Seon-Ho Shin, Rajvinder Singh, Gustavo Carneiro. 1-5 [doi]
• Advanced Deep Networks for 3d Mitochondria Instance SegmentationMingxing Li, Chang Chen, Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong. 1-5 [doi]
• Attention-Based Deep Multiple Instance Learning with Adaptive Instance SamplingAliasghar Tarkhan, Trung-Kien Nguyen, Noah Simon, Thomas Bengtsson, Paolo Ocampo, Jian Dai. 1-5 [doi]
• A Multi-Scale Self-Attention Network to Discriminate Pulmonary NodulesAlejandra Moreno, Andrea Rueda, Fabio Martinez. 1-4 [doi]
• Coordinate Transformer Network for Prediction of Pseudomonas Aeruginosa's Drug ResistanceWei Xiong, Kaiwei Yu, Yuming Cai, Liang Yang, Baiying Lei. 1-4 [doi]
• Hybrid Learning of Non-Cartesian K-Space Trajectory and Mr Image Reconstruction NetworksChaithya G. R., Zaccharie Ramzi, Philippe Ciuciu. 1-5 [doi]
• Dynamic Imaging Using Motion-Compensated Smoothness Regularization on Manifolds (MOCO-STORM)Qing Zou, Luis A. Torres, Sean B. Fain, Mathews Jacob. 1-4 [doi]
• Classification of Microscopic Images of Unstained Skin Samples Using Deep Learning ApproachRajitha KV, Sowmya Bhat, Prakash PY, Raghavendra Rao, Keerthana Prasad. 1-4 [doi]
• Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance ModelMohamed El-Sharkawy, Ahmed Sharafeldeen, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz. 1-4 [doi]
• An Efficient Anchor-Free Universal Lesion Detection in Ct-ScansManu Sheoran, Meghal Dani, Monika Sharma, Lovekesh Vig. 1-4 [doi]
• Microwave Breast Imaging Via Deep LearningMichele Ambrosanio, M. M. Autorino, Stefano Franceschini, Fabio Baselice, Vito Pascazio. 1-4 [doi]
• Enhanced Motor Imagery-Based Eeg Classification Using A Discriminative Graph Fourier SubspaceMaliheh Miri, Vahid Abootalebi, Hamid Behjat. 1-5 [doi]
• Anomaly Detection via Context and Local Feature MatchingAntanas Kascenas, Rory Young, Bjørn Sand Jensen, Nicolas Pugeault, Alison Q. O'Neil. 1-5 [doi]
• Class-Based Attention Mechanism for Chest Radiograph Multi-Label CategorizationDavid Sriker, Hayit Greenspan, Jacob Goldberger. 1-5 [doi]
• Anomaly Detection in EM Images - A Zero-Shot Learning ApproachGayathri Mahalingam, Tong Jiao, Casey Schneider-Mizell, Agnes Bodor, Russel Torres, Marc Takeno, JoAnn Buchanan, Daniel Bumbarger, Wenjing Yin, Derrick Brittain, R. Clay Reid, Nuno daCosta. 1-5 [doi]
• An Efficient Approach for Tuberculosis Diagnosis on Chest X-RayHoang Nguyen Ngoc 0001, Vu Hoang, Trung H. Bui, Steven Q. H. Truong, Thanh Huynh Minh, Duong Nguyen Van, Trang Nguyen Thi Minh, Cong Cung Van. 1-5 [doi]
• Generation of 12-Lead Electrocardiogram with Subject-Specific, Image-Derived Characteristics Using a Conditional Variational AutoencoderYuling Sang, Marcel Beetz, Vicente Grau. 1-5 [doi]
• Low-Shot Early Gastric Cancer Diagnostic Model Driven By Unsupervised FeaturesLixin Gong, Pinghong Zhou, Di Dong, Hao Hu, Jie Tian 0001. 1-5 [doi]
• Symmetric Contrastive Loss for Out-of-Distribution Skin Lesion DetectionXuan Li, Christian Desrosiers, Xue Liu. 1-5 [doi]
• Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver MetastasesMohamed El Amine Elforaici, Emmanuel Montagnon, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury. 1-5 [doi]
• LONDN-MRI: Adaptive Local Neighborhood-Based Networks for MR Image Reconstruction from Undersampled DataShijun Liang, Ashwin Sreevatsa, Anish Lahiri, Saiprasad Ravishankar. 1-4 [doi]
• Counterfactual Explainable Gastrointestinal and Colonoscopy Image SegmentationDivij Singh, Ayush Somani, Alexander Horsch, Dilip K. Prasad. 1-5 [doi]
• Unsupervised Retinal Lesion Detection by Learning to Restore Corrupted Fundus ImagesHao Liu, Yuchen Du, Chengyang An, Lisheng Wang. 1-4 [doi]
• Towards Generalization of Medical Imaging AI Models: Sharpness-Aware Minimizers and BeyondDeepa Anand, Rohan Patil, Utkarsh Agrawal, Rahul Venkataramani, Hariharan Ravishankar, Prasad Sudhakar. 1-5 [doi]
• Robust and Uncertainty-Aware VAE (RU-VAE) for One-Class ClassificationRenuka Sharma, Suyash P. Awate. 1-5 [doi]
• Multi-Class Brain Tumor Segmentation via 3d and 2d Neural NetworksSergey Pnev, Vladimir Groza, Bair Tuchinov, Evgeniya Amelina, Evgeniy Pavlovskiy, Nikolay Tolstokulakov, Mihail Amelin, Sergey Golushko, Andrey Letyagin. 1-5 [doi]
• Spatial Analysis For Histopathology: A Statistical ApproachSuvadip Mukherjee, Vannary Meas-Yedid, Marc Bokobza, Thibault Lagache, Alexandre Corthay, Jean-Christophe Olivo-Marin. 1-5 [doi]
• CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory ForecastingHuy-Hoang Nguyen, Simo Saarakkala, Matthew B. Blaschko, Aleksei Tiulpin. 1-5 [doi]
• Disentangled Representation of Longitudinal Β-Amyloid for AD Via Sequential Graph Variational Autoencoder with SupervisionFan Yang, Guorong Wu 0001, Won Hwa Kim. 1-5 [doi]
• End-to-End First Trimester Fetal Ultrasound Video Automated CRL And NT SegmentationRobail Yasrab, Zeyu Fu, Lior Drukker, Lok Hin Lee, He Zhao, Aris T. Papageorghiou, J. Alison Noble. 1-5 [doi]
• Sample Alignment for Image-to-Image Translation Based Medical Domain AdaptationHeng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Hao Chen, Yan Hu, Jiang Liu. 1-5 [doi]
• MED-TEX: Transfer and Explain Knowledge with Less Data from Pretrained Medical Imaging ModelsThanh Nguyen-Duc, He Zhao 0001, Jianfei Cai 0001, Dinh Phung 0001. 1-4 [doi]
• First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic AugmentationElizaveta Savochkina, Lok Hin Lee, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble. 1-4 [doi]
• Improved Histology Image Classification under Label Noise Via Feature Aggregating Memory BanksNikhil Cherian Kurian, S. Varsha, Akshay Bajpai, Sunil Patel, Amit Sethi. 1-5 [doi]
• Advit: Vision Transformer On Multi-Modality Pet Images For Alzheimer Disease DiagnosisXin-xing, Gongbo Liang, Yu Zhang 0094, Subash Khanal, Ai-Ling Lin, Nathan Jacobs. 1-4 [doi]
• Ideal-Observer Computation with Anthropomorphic Phantoms using Markov Chain Monte CarloMd Ashequr Rahman, Zitong Yu, Abhinav K. Jha. 1-5 [doi]
• Self-Semantic Contour Adaptation for Cross Modality Brain Tumor SegmentationXiaofeng Liu 0001, Fangxu Xing, Georges El Fakhri, Jonghye Woo. 1-5 [doi]
• Distributed Memory-Efficient Physics-Guided Deep Learning Reconstruction for Large-Scale 3d Non-Cartesian MRIChi Zhang, Davide Piccini, Omer Burak Demirel, Gabriele Bonanno, Burhaneddin Yaman, Matthias Stuber, Steen Moeller, Mehmet Akçakaya. 1-5 [doi]
• Lightseg: Efficient Yet Effective Medical Image SegmentationMost Husne Jahan, Abdullah-Al-Zubaer Imran. 1-4 [doi]
• Transformer Graph Network for Coronary Plaque Localization in CCTAMario Viti, Hugues Talbot, Nicolas Gogin. 1-5 [doi]
• MC-PDNet: Deep Unrolled Neural Network For Multi-Contrast Mr Image Reconstruction From Undersampled K-Space DataKumari Pooja, Zaccharie Ramzi, Chaithya G. R., Philippe Ciuciu. 1-5 [doi]
• Global-Local Attention Network for Weakly Supervised Cervical Cytology ROI AnalysisJun Shi 0006, Kun Wu, Yushan Zheng, Yuxin He, Jun Li, Zhiguo Jiang, Lanlan Yu. 1-5 [doi]
• Deep Unrolling for Magnetic Resonance FingerprintingDongdong Chen 0004, Mike E. Davies, Mohammad Golbabaee. 1-4 [doi]
• Combined Generation of Electrocardiogram and Cardiac Anatomy Models Using Multi-Modal Variational AutoencodersMarcel Beetz, Abhirup Banerjee, Yuling Sang, Vicente Grau. 1-4 [doi]
• Data Driven Estimation of Covid-19 PrognosisHarshit Sharma, Rajendra Nagar, Deepak Mishra. 1-5 [doi]
• Duplex Contextual Relation Network For Polyp SegmentationZijin Yin, Kongming Liang, Zhanyu Ma, Jun Guo 0002. 1-5 [doi]
• Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic ImagesZhonghua Wang, Junyan Lyu, Wenhao Luo, Xiaoying Tang. 1-4 [doi]
• Fusion-Based Multimodal Medical Image Registration Combining Inter-Modality Metric and DisentanglementYu Ji, Zhenyu Zhu, Ying Wei. 1-5 [doi]
• Efficient Diffeomorphic Image Registration using Multi-Scale Dual-Phased LearningAnkita Joshi, Yi Hong. 1-5 [doi]
• Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic ImageChenglu Zhu, Yuxuan Sun, Honglin Li, Can Cui, Shichuan Zhang, Jiatong Cai, Yang Ling. 1-5 [doi]
• Learning with Less Labels in Digital Pathology Via Scribble Supervision from Natural ImagesEu Wern The, Graham W. Taylor. 1-5 [doi]
• Spatially-Preserving Flattening for Location-Aware Classification of Findings in Chest X-RaysNeha Srivathsa, Razi Mahmood, Tanveer F. Syeda-Mahmood. 1-5 [doi]
• Incremental Learning for a Flexible CAD System DesignPrathyusha Akundi, Jayanthi Sivaswamy. 1-4 [doi]
• EG-Trans3DUNet: A Single-Staged Transformer-Based Model for Accurate Vertebrae Segmentation from Spinal Ct ImagesXin You, Yun Gu, Yingying Liu, Steve Lu, Xin Tang, Jie Yang 0002. 1-5 [doi]
• Investigating the Effect of Tau Deposition and Apoe on Hippocampal Morphometry in Alzheimer's Disease: A Federated Chow Test ModelJianfeng Wu, Yi Su, Eric M. Reiman, Richard J. Caselli, Kewei Chen 0001, Paul M. Thompson, Junwen Wang, Yalin Wang 0001. 1-5 [doi]
• Retinal Vessel Segmentation with Pixel-Wise Adaptive FiltersMingxing Li, Shenglong Zhou 0002, Chang Chen, Yueyi Zhang, Dong Liu 0002, Zhiwei Xiong. 1-5 [doi]
• FPL-UDA: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for Vestibular Schwannoma SegmentationJianghao Wu, Ran Gu, Guiming Dong, Guotai Wang, Shaoting Zhang. 1-5 [doi]
• Semi-Supervised Segmentation of Mitochondria from Electron Microscopy Images Using Spatial ContinuityYunpeng Xiao, Youpeng Zhao, Ge Yang. 1-5 [doi]
• Low-Dose CT Denoising via Neural Architecture SearchZexin Lu, Wenjun Xia, Yongqiang Huang, Mingzheng Hou, Hu Chen 0002, Hongming Shan, Yi Zhang 0018. 1-5 [doi]
• Segmentation of Organs-At-Risk from Ct and Mr Images of the Head and Neck: Baseline ResultsGasper Podobnik, Bulat Ibragimov, Primoz Strojan, Primoz Peterlin, Tomaz Vrtovec. 1-4 [doi]
• Leveraging Clinically Relevant Biometric Constraints to Supervise a Deep Learning Model for the Accurate Caliper Placement to Obtain Sonographic Measurements of the Fetal BrainHari Shankar, Adithya Narayan, Shefali Jain, Divya Singh, P. Vyas, Nivedita Hegde, J. P. Kar, Abhi Lad, Jens Thang, Jagruthi Atada, D. Nguyen, Roopa PS, Akhila Vasudeva, Prathima Radhakrishnan, Sripad Krishna Devalla. 1-5 [doi]
• Gadolinium-Free Crohn's Disease Assessment from Magnetic Resonance Enterography DataYaniv Ziselman, Faten Hajali Shinnawi, Mary-Louise Greer, Gili Focht, Dan Turner, Moti Freiman. 1-5 [doi]
• Self Supervised Lesion Recognition for Breast Ultrasound DiagnosisYuanfan Guo, Canqian Yang, Tiancheng Lin 0001, Chunxiao Li, Rui Zhang, Rong Wu, Yi Xu. 1-4 [doi]
• A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded NetworkÁlvaro Belloso, Xirang Zhang, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King. 1-4 [doi]
• Unsupervised Anomaly Detection in 3D Brain MRI Using Deep Learning with Impured Training DataFinn Behrendt, Marcel Bengs, Frederik Rogge, Julia Krüger, Roland Opfer, Alexander Schlaefer. 1-4 [doi]
• Decentralized Spatially Constrained Source-Based MorphometryDebbrata K. Saha, Rogers F. Silva, Bradley T. Baker, Vince D. Calhoun. 1-5 [doi]
• Hierarchical Brain Embedding Using Explainable Graph LearningHaoteng Tang, Lei Guo, Xiyao Fu, Benjamin Qu, Paul M. Thompson, Heng Huang, Liang Zhan. 1-5 [doi]
• Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset ScanningHannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney. 1-4 [doi]
• Long-Range 3D Self-Attention for MRI Prostate SegmentationFederico Pollastri, Marco Cipriano, Federico Bolelli, Costantino Grana. 1-5 [doi]
• A Plug-and-Play Approach To Multiparametric Quantitative MRI: Image Reconstruction Using Pre-Trained Deep DenoisersKetan Fatania, Carolin M. Pirkl, Marion I. Menzel, Peter Hall, Mohammad Golbabaee. 1-4 [doi]
• Spatial Position Estimation Method for 3D Ultrasound Reconstruction Based on Hybrid TransfomersGuochen Ning, Hanying Liang, Lei Zhou, Xinran Zhang, Hongen Liao. 1-5 [doi]
• Facile Prediction of Neutrophil Activation State from Microscopy Images: A New Dataset and Comparative Deep Learning ApproachesWei Liao, Ching Yun Ko, Tsui-Wei Weng, Luca Daniel, Joel Voldman. 1-5 [doi]
• A Convolutional Wasserstein Distance for Tractography Evaluation: Complementarity Study to State-of-the-Art MeasuresThomas Durantel, Julie Coloigner, Olivier Commowick. 1-5 [doi]
• Leveraging Multi-Visit Information for Magnetic Resonance Image Reconstruction: Pilot Study on a Cohort of Glioblastoma SubjectsYoussef Beauferris, Mike Lasby, Roberto Souza. 1-5 [doi]
• Anomaly Detection In Retinal Images Using Multi-Scale Deep Feature Sparse CodingSourya Dipta Das, Saikat Dutta 0002, Nisarg A. Shah, Dwarikanath Mahapatra, ZongYuan Ge. 1-5 [doi]
• Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving ProjectionChanghe Li, Jiaxing Gao, Zhibin He, Songyao Zhang, Yaonai Wei, Lei Du, Lei Guo 0002, Junwei Han, Shu Zhang 0001, Tuo Zhang. 1-5 [doi]
• Demonstrating the Risk of Imbalanced Datasets in Chest X-Ray Image-Based Diagnostics by Prototypical Relevance PropagationSrishti Gautam, Marina M.-C. Höhne, Stine Hansen, Robert Jenssen, Michael Kampffmeyer. 1-5 [doi]
• Rapid Model Transfer for Medical Image Segmentation Via Iterative Human-in-the-Loop Update: from Labelled Public to Unlabelled Clinical Datasets for Multi-Organ Segmentation in CTWenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou. 1-5 [doi]
• Manifold Learning in Detecting the Transitions of Dynamic Functional Connectivities Boosts Brain State-Specific RecognitionTingting Dan, Zhuobin Huang, Hongmin Cai, Guorong Wu 0001. 1-4 [doi]
• Denoisereg: Unsupervised Joint Denoising and Registration of Time-Lapse Live Cell Microscopy Images Using Deep LearningKerem Celikay, Vadim O. Chagin, M. Cristina Cardoso, Karl Rohr. 1-4 [doi]
• Weakly Supervised Nuclei Segmentation Via Instance LearningWeizhen Liu, Qian He, Xuming He 0001. 1-5 [doi]
• Segmentation of Multiple Myeloma Cells Using Feature Selection Pyramid Network and Semantic Cascade Mask RCNNXinyun Qiu, Haijun Lei, Hai Xie, Baiying Lei. 1-4 [doi]
• Single Sideband Modulation as a Tool To Improve Functional Connectivity EstimationAshkan Faghiri, Tülay Adali, Vince D. Calhoun. 1-4 [doi]
• Liver-Buda-Sage: Simultaneous Whole Liver T2 and T*2 Mapping in one Breath-HoldZijing Zhang, Huihui Ye, Maosen Li, Huafeng Liu, Berkin Bilgic. 1-5 [doi]
• Scheme And Dataset for Evaluating Computer-Aided Polyp Detection System in ColonoscopyLeyu Yao, Fan He, Xiaofeng Wang, Lu Zhou, Haixia Peng, Xiaolin Huang. 1-5 [doi]
• Hybrid Atlas Building with Deep Registration PriorsNian Wu, Jian Wang 0075, Miaomiao Zhang, Guixu Zhang, Yaxin Peng, Chaomin Shen. 1-5 [doi]
• Effective 3d Boundary Learning via a Nonlocal Deformable NetworkYueyun Liu, Yu Wang, Yuping Duan. 1-5 [doi]
• Addformer: Alzheimer's Disease Detection from Structural Mri Using Fusion TransformerRafsanjany Kushol, Abbas Masoumzadeh, Dong Huo, Sanjay Kalra, Yee-Hong Yang. 1-5 [doi]
• GAN-Based Realistic Gastrointestinal Polyp Image SynthesisAtaher Sams, Homaira Huda Shomee. 1-4 [doi]
• An Improved Deep Learning Framework for MR-to-CT Image Synthesis with a New Hybrid Objective FunctionSui Paul Ang, Son Lam Phung, Matthew Field, Mark Matthias Schira. 1-5 [doi]
• A Novel Deep Learning Architecture By Integrating Visual Simultaneous Localization And Mapping (Vslam) Into Cnn For Real-Time Surgical Video AnalysisElla Lan. 1-5 [doi]
• Measurement of Mucociliary Transport: Novel Application of Positron Emission TomographyCarley G. Stewart, Brieanna Hilkin, Nicholas D. Gansemer, Susan A. Walsh, Michael R. Acevado, Vamsidhar Akurathi, Darpan N. Pandya, Alejandro F. Comellas, Thaddeus J. Wadas, David W. Dick, John J. Sunderland, David A. Stoltz, Michael J. Welsh, Mahmoud H. Abou Alaiwa. 1-5 [doi]
• SS-3DCAPSNET: Self-Supervised 3d Capsule Networks for Medical Segmentation on Less Labeled DataMinh Tran, Loi Ly, Binh-Son Hua, Ngan Le. 1-5 [doi]
• Synthetic Magnetic Resonance Images for Domain Adaptation: Application to Fetal Brain Tissue SegmentationPriscille de Dumast, Hamza Kebiri, Kelly Payette, András Jakab, Hélène Lajous, Meritxell Bach Cuadra. 1-5 [doi]
• Semi-Supervised Domain Generalization for Medical Image AnalysisRuipeng Zhang, Qinwei Xu, Chaoqin Huang, Ya Zhang, Yanfeng Wang. 1-5 [doi]
• Bilateral-ViT For Robust Fovea LocalizationSifan Song, Kang Dang, Qinji Yu, Zilong Wang, Frans Coenen, Jionglong Su, Xiaowei Ding. 1-5 [doi]
• Multi-Tasking DSSD Architecture for Laparoscopic Cholecystectomy Surgical Assistance SystemsChakka Sai Pradeep, Neelam Sinha. 1-4 [doi]
• DPE-BoTNeT: Dual Position Encoding Bottleneck Transformer Network for Skin Lesion ClassificationKatsuhiro Nakai, Xian-Hua Han. 1-5 [doi]
• Two-Stage Topological Refinement Network for Retinal Artery/Vein ClassificationShichen Luo, Zhan Heng, Maurice Pagnucco, Yang Song 0001. 1-4 [doi]
• Lung Cancer Identification via Deep Learning: A Multi-Stage WorkflowIrene Canavesi, Eleonora D'Arnese, Sara Caramaschi, Marco D. Santambrogio. 1-5 [doi]
• Spherical Transformer for Quality Assessment of Pediatric Cortical SurfacesJiale Cheng, Xin Zhang, Fenqiang Zhao, Zhengwang Wu, Ya Wang, Ying Huang, Weili Lin, Li Wang, Gang Li. 1-5 [doi]
• Category Separation For Weakly Supervised Multi-Class Cell CountingJiatong Cai, Chenglu Zhu, Pingyi Chen, Shichuan Zhang, Honglin Li, Yuxuan Sun, Lin Yang. 1-5 [doi]
• Collaborative Learning of Images and Geometrics for Predicting Isocitrate Dehydrogenase Status of GliomaYiran Wei 0002, Chao Li 0031, Xi Chen 0042, Carola-Bibiane Schönlieb, Stephen J. Price. 1-4 [doi]
• LFANET: Transforming 3T Single-Shell to 7T Multi-Shell DMRI Using Deep Learning Based Leapfrog and AttentionRanjeet Ranjan Jha, Sudhir K. Pathak, Walter Schneider, B. V. Rathish Kumar, Arnav Bhavsar, Aditya Nigam. 1-5 [doi]
• Brain Cancer Survival Prediction on Treatment-Naïve MRI using Deep Anchor Attention Learning with Vision TransformerXuan Xu, Prateek Prasanna. 1-5 [doi]
• Multi-Task Learning with Context-Oriented Self-Attention for Breast Ultrasound Image Classification and SegmentationMeng Xu, Kuan Huang, Xiaojun Qi. 1-5 [doi]
• Multi-Scale Bidirectional Enhancement Network for 3d Dental Model SegmentationZigang Li, Tingting Liu, Jun Wang, Changdong Zhang, Xiuyi Jia. 1-5 [doi]
• Bounding Box Based Weakly Supervised Deep Convolutional Neural Network for Medical Image Segmentation Using an Uncertainty Guided and Spatially Constrained LossGolnar K. Mahani, Ruizhe Li, Nikolaos Evangelou, Stamatios Sotiropolous, Paul S. Morgan, Andrew P. French, Xin Chen. 1-5 [doi]
• Non-Convex Cell Epithelial Modeling Unveils Cellular InteractionsÉlise Laruelle, Auguste Genovesio. 1-5 [doi]
• Joint Alignment and Reconstruction of Multislice Dynamic MRI Using Variational Manifold LearningQing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Sarv Priya, Rolf F. Schulte, Mathews Jacob. 1-4 [doi]
• Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal ResearchJiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering. 1-5 [doi]
• A Label Uncertainty-Guided Multi-Stream Model for Disease ScreeningChi Liu, ZongYuan Ge, Mingguang He, Xiaotong Han. 1-5 [doi]
• Riemannian Metric Learning for Progression Modeling of Longitudinal DatasetsBenoît Sauty, Stanley Durrleman. 1-5 [doi]
• Semi-Supervised Coronary Vessels Segmentation from Invasive Coronary Angiography with Connectivity-Preserving Loss FunctionHaorui He, Abhirup Banerjee, Marcel Beetz, Robin P. Choudhury, Vicente Grau. 1-5 [doi]
• Invertible AC-flow: Direct Attenuation Correction Of Pet Images Without Ct Or Mr ImagesBo Wang, Lijun Lu, Huafeng Liu. 1-4 [doi]
• Purecomb: Poisson Unbiased Risk Estimator Based Ensemble of Self-Supervised Deep Denoisers For Clinical Bone Scan ImageHanvit Kim, Si Young Yie, Se Young Chun, Jae Sung Lee. 1-5 [doi]
• SAA: Scale-Aware Attention Block For Multi-Lesion Segmentation Of Fundus ImagesWang Bo, Tao Li 0022, Xinhui Liu, Kai Wang 0001. 1-5 [doi]
• Accessible, Affordable and Low-Risk Lungs Health Monitoring in Covid-19: Deep Cascade Reconstruction from Degraded LR-ULDCTSwati Rai, Jignesh S. Bhatt, Sarat Kumar Patra. 1-5 [doi]
• Subtype-Specific Spatial Descriptors of Tumor-Immune Microenvironment are Prognostic of Survival in Lung AdenocarcinomaSaarthak Kapse, Luke Torre-Healy, Richard A. Moffitt, Rajarsi Gupta 0001, Prateek Prasanna. 1-5 [doi]
• Multi-View Fusion Convolutional Neural Network for Automatic Landmark Location on Spinal X-RaysKailai Zhang, Nanfang Xu, Ji Wu. 1-4 [doi]
• SAVGAN: Self-Attention Based Generation of Tumour on Chip VideosSandeep Manandhar, Irina Veith, Maria Carla Parrini, Auguste Genovesio. 1-5 [doi]
• Early Prediction of Blastocyst Development via Time-Lapse Video AnalysisXiang Xie, Pengxiang Yan, Fang-Ying Cheng, Feng Gao, Qingyun Mai, Guanbin Li. 1-5 [doi]
• Robust Plant Cell Tracking in Fluorescence Microscopy 3D+T SeriesManuel Petit, Guillaume Cerutti, Christophe Godin, Grégoire Malandain. 1-4 [doi]
• Semi-Supervised Deep Expectation-Maximization for Low-Dose Pet-CtVatsala Sharma, Ansh Khurana, Sriram Yenamandra, Suyash P. Awate. 1-5 [doi]
• Deep Semi-Supervised Metric Learning with Dual Alignment for Cervical Cancer Cell DetectionZhizhong Chai, Luyang Luo, Huangjing Lin, Hao Chen 0011, Anjia Han, Pheng-Ann Heng. 1-5 [doi]
• Fast Particle Picking For Cryo-Electron Tomography Using One-Stage DetectionShiyu Wu, Guole Liu, Ge Yang 0002. 1-5 [doi]
• Locally Structured Low-Rank MR Image Reconstruction using Submatrix ConstraintsXi Chen, WenChuan Wu, Mark Chiew. 1-4 [doi]
• Retinal Vessel Segmentation with VAE Reconstruction and Multi-Scale Context ExtractorWeijin Xu, Huihua Yang, Mingying Zhang, Xipeng Pan, WenTao Liu, Songlin Yan. 1-5 [doi]
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• Model and Predict Age and Sex in Healthy Subjects Using Brain White Matter Features: A Deep Learning ApproachHao He, Fan Zhang 0013, Steve Pieper, Nikos Makris, Yogesh Rathi, William M. Wells III, Lauren J. O'Donnell. 1-5 [doi]
• Contrasting Axial T2W MRI for Prostate Cancer Triage: A Self-Supervised Learning ApproachAlvaro Fernandez-Quilez, Trygve Eftestøl, Svein Reidar Kjosavik, Morten Goodwin, Ketil Oppedal. 1-5 [doi]
• Siamese-Gap Network for Early Detection of Knee OsteoarthritisZhe Wang, Aladine Chetouani, Didier Hans, Eric Lespessailles, Rachid Jennane. 1-4 [doi]
• Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate BiopsyFahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Walid Eshumani, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi. 1-5 [doi]
• Improving Human Sperm Head Morphology Classification With Unsupervised Anatomical Feature DistillationYejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Chen. 1-5 [doi]
• Perfusion Imaging in Deep Prostate Cancer Detection from MP-MRI: Can We Take Advantage of it?Audrey Duran, Gaspard Dussert, Carole Lartizien. 1-5 [doi]
• Feature Gradient Flow for Interpreting Deep Neural Networks in Head and Neck Cancer PredictionYinzhu Jin, Jonathan C. Garneau, P. Thomas Fletcher. 1-5 [doi]
• Semi-Supervised Pseudo-Healthy Image Synthesis via Confidence AugmentationYuanqi Du, Quan Quan, Hu Han 0001, S. Kevin Zhou. 1-4 [doi]
• Deep Hierarchical Multiple Instance Learning for Whole Slide Image ClassificationYuanpin Zhou, Yao Lu 0007. 1-4 [doi]
• A Novel Multi-Focus Fusion Network for Retinal MicrosurgeryXinyi Zhou, Louying Hao, Qiushi Nie, Yingquan Zhou, Lihui Wang, Yan Hu, Jiang Liu 0001. 1-5 [doi]
• Theia: Bleed-Through Estimation with Interaction Terms and Convolutional KernelsNajib Ishaq, Nathan Hotaling, Nicholas Schaub. 1-4 [doi]
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• CapNeXt: Unifying Capsule And Resnext For Medical Image SegmentationThanh M. Huynh, Chanh D. T. Nguyen, Khoa N. A. Nguyen, Trung Bui, Steven Q. H. Truong. 1-5 [doi]
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• Additive Angular Margin Loss and Model Scaling Network for Optimised Colitis ScoringZiang Xu, Sharib Ali, James E. East, Jens Rittscher. 1-5 [doi]
• Deep Neural Network for Combined Particle Tracking and Colocalization Analysis in Two-Channel Microscopy ImagesRoman Spilger, Ji Young Lee, Ralf Bartenschlager, Karl Rohr. 1-4 [doi]
• A Novel Method to Preserve Scale-Free Property for the Inference of Dynamic Effective Connectivity Networks From fMRILi Zhang, Gan Huang, Zhen Liang, Linling Li, Zhiguo Zhang. 1-5 [doi]
• Universal Generative Modeling for Calibration-Free Parallel Mr ImagingWanqing Zhu, Bing Guan, Shanshan Wang 0002, Minghui Zhang, Qiegen Liu. 1-5 [doi]
• Multi-Scale Context-Guided Lumbar Spine Disease Identification with Coarse-to-Fine Localization and ClassificationZifan Chen, Jie Zhao, Hao Yu, Yue Zhang, Li Zhang. 1-5 [doi]
• MSRT: Multi-Scale Spatial Regularization Transformer For Multi-Label Classification in Calcaneus RadiographYuxuan Mu, He Zhao, Jia Guo, Huiqi Li. 1-4 [doi]
• Automated Measurements of Mitral and Tricuspid Annular Dimensions in Cardiovascular Magnetic ResonanceRicardo A. Gonzales, Jérôme Lamy, Felicia Seemann, Einar Heiberg, Dana C. Peters. 1-4 [doi]
• Towards Improved Robustness of Low-Dose CT Perfusion Imaging Via Joint Estimation of Structural CT and Functional CBF ImagesViswanath P. Sudarshan, Vartika Sengar, pavan kumar reddy, Jayavardhana Gubbi, Arpan Pal. 1-4 [doi]
• Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled DatasetsHao Wu, Shuchao Pang, Arcot Sowmya. 1-5 [doi]
• A Lung-Parenchyma-Contrast Hybrid Network For EGFR Gene Mutation Prediction In Lung CancerMeili Liu, Shuo Wang, He Yu, Yongbei Zhu, Liusu Wang, Mingyu Zhang, Zhangjie Wu, Xiaohu Li, Weimin Li, Jie Tian 0001. 1-5 [doi]
• Attention-Based Noise Prior Network for Magnetic Resonance Image DenoisingHazique Aetesam, Suman Kumar Maji. 1-4 [doi]
• Topology-Aware Learning for Volumetric Cerebrovascular SegmentationSubhashis Banerjee, Dimitrios Toumpanakis, Ashis Kumar Dhara, Johan Wikström, Robin Strand. 1-4 [doi]
• Joint Attention for Medical Image SegmentationMo Zhang, Bin Dong 0001, Quanzheng Li. 1-5 [doi]
• Influence Based Re-Weighing for Labeling Noise in Medical ImagingJoschka Braun, Micha Kornreich, JinHyeong Park, Jayashri Pawar, James Browning, Richard Herzog, Benjamin Odry, Li Zhang. 1-5 [doi]
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• Statistical Coupling Between time Point-ProcessesSamuel Kubler, Jean-Christophe Olivo-Marin, Thibault Lagache. 1-4 [doi]
• Dual Encoding Fusion for Atypical Lung Nodule SegmentationWeixin Xu 0002, Yun Xing, Yuting Lu, Jingkai Lin, Xiaohong Zhang 0002. 1-5 [doi]
• Low-Dose Computed Tomography Reconstruction without Learning Data: Performance Improvement by Exploiting Joint Correlation Between Adjacent SlicesKyung-Su Kim, Chae Yeon Lim, Myung Jin Chung. 1-5 [doi]
• Longitudinal Whole-Brain Functional Network Change Patterns Over A Two-Year Period In The ABCD DataRekha Saha, Debbrata K. Saha, Md Abdur Rahaman, Zening Fu, Vince D. Calhoun. 1-4 [doi]
• Unsupervised Ensemble Distillation for Multi-Organ SegmentationLefei Zhang, Shixiang Feng, Yu Wang, Yanfeng Wang, Ya Zhang 0002, Xin Chen, Qi Tian 0001. 1-5 [doi]
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• A Meta-Learning Approach for Medical Image RegistrationHeejung Park, Gyeong Min Lee, Soopil Kim, Ga Hyung Ryu, Areum Jeong, Min Sagong, Sang-Hyun Park. 1-5 [doi]
• Deep Non-Linear Embedding Deformation Network for Cross-Modal Brain MRI SynthesisYang Lin, Hu Han 0001, S. Kevin Zhou. 1-5 [doi]
• Weakly Supervised Multimodal 30-Day All-Cause Mortality Prediction for Pulmonary Embolism PatientsNoa Cahan, Edith M. Marom, Shelly Soffer, Yiftach Barash, Eli Konen, Eyal Klang, Hayit Greenspan. 1-4 [doi]
• A Contrastive Learning-Based Approach To Measure Spatial Coupling Among Brain Networks: A Schizophrenia StudyReihaneh Hassanzadeh, Vince D. Calhoun. 1-4 [doi]
• Enhancing Non-Mass Breast Ultrasound Cancer Classification with Knowledge TransferYangrun Hu, Yuanfan Guo, Fan Zhang, Mingda Wang, Tiancheng Lin 0001, Rong Wu, Yi Xu. 1-5 [doi]
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• A Method to Remove Size Bias in Sub-Cortical Structure SegmentationMythri V, Alphin J. Thottupattu, Naren Akash R. J, Jayanthi Sivaswamy. 1-4 [doi]
• A Feature Regularization Based Meta-Learning Framework for Generalizing Prostate Mri SegmentationHui Wang, Zheng Zhang, Bo Zhang 0032, Yue Mi, Jingyun Wu, Haiwen Huang, Zibo Ma, Wendong Wang. 1-4 [doi]
• NUDF: Neural Unsigned Distance Fields for High Resolution 3D Medical Image SegmentationKristine Sørensen, Oscar Camara, Ole De Backer, Klaus F. Kofoed, Rasmus R. Paulsen. 1-5 [doi]
• A Neuropathological Hub Identification for Alzheimer's Disease Via joint Analysis of Topological Structure and Neuropathological BurdenDefu Yang, Wenchao Li, Jingwen Zhang, Hui Shen, Minghan Chen, Wentao Zhu, Guorong Wu 0001. 1-4 [doi]
• Reconstruction of Standard-Dose Pet From Low-Dose Pet Via Dual-Frequency Supervision and Global Aggregation ModuleCaiwen Jiang, Yongsheng Pan, Zhiming Cui, Dinggang Shen. 1-5 [doi]
• Ms-Gwnn: Multi-Scale Graph Wavelet Neural Network for Breast Cancer DiagnosisMo Zhang, Bin Dong, Quanzheng Li. 1-5 [doi]
• Faster R-CNN for IPSC-Derived Mesenchymal Stromal Cells Senescent Detection from Bright-Field MicroscopyMingzhu Li, Liangge He, Xinglie Wang, Tianfu Wang, Guanghui Yue, Guangqian Zhou, Baiying Lei. 1-4 [doi]
• A Riemannian Framework for Functional Clustering of Whole Brain White Matter FibersYi Zhao, Jingyong Su, Zhipeng Yang, Zhaohua Ding. 1-5 [doi]
• Deep Neural Network for 3D Particle Detection in 3D Fluorescence Microscopy Images via Density Map RegressionRoman Spilger, Vadim O. Chagin, C. S. Bold, Lothar Schermelleh, U. C. Müller, M. Cristina Cardoso, Karl Rohr. 1-4 [doi]
• Evaluation of an Automated Method to Detect Missed Focal Liver Findings In Single-Phase CT Images of The AbdomenPedro L. Esquinas, Yen Fu Luo, Parisa Farzam, Tyler Baldwin, Moshe Raboh, Thomas Binder, Arkadiusz Sitek, Omid Sakhi, Yi-Qing Wang, Sameer Suman, Giovanni Palma, Paul Dufort, Ben Graf. 1-5 [doi]
• Deep Fusion of Ultrasound Videos for Furosemide ClassificationSafwan Wshah, Beilei Xu, Jason H. T. Bates, Katelin Morrissette. 1-4 [doi]
• Fuzzy Structural Broad Learning for Breast Cancer ClassificationTianhong Quan, Ye Yuan, Youyi Song, Teng Zhou, Jing Qin 0001. 1-4 [doi]
• Transfer Learning for Fundus Image Quality Assessment Using Discriminating PatchesAmmu R, Neelam Sinha. 1-4 [doi]
• Intracranial Vessel Wall Segmentation with Deep Learning Using a Novel Tiered Loss Function to Incorporate Class InclusionHanyue Zhou, Jiayu Xiao, Debiao Li, Zhaoyang Fan, Dan Ruan. 1-4 [doi]
• Self-Ensemble Distillation Using Mean Teachers with Long & Short MemoryNilanjan Chattopadhyay, Geetank Raipuria, Nitin Singhal. 1-4 [doi]
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• CCAT-NET: A Novel Transformer Based Semi-Supervised Framework For Covid-19 Lung Lesion SegmentationMingyang Liu, Li Xiao, Huiqin Jiang, Qing He 0003. 1-5 [doi]
• Mask-Free Radiotherapy Dose Prediction via Multi-Task LearningZhengyang Jiao, Xingchen Peng, Jianghong Xiao, Xi Wu 0004, Jiliu Zhou, Yan Wang 0015. 1-5 [doi]
• Quantum Denoising-Based Super-Resolution Algorithm Applied to Dental Tomography ImagesSayantan Dutta, Nwigbo Kenule Tuador, Jérôme Michetti, Bertrand Georgeot, Duong-Hung Pham, Adrian Basarab, Denis Kouamé. 1-4 [doi]
• Scribble-Supervised Cell Segmentation Using Multiscale Contrastive RegularizationHyun-Jic Oh, Kanggeun Lee, Won-Ki Jeong. 1-5 [doi]
• On The Impact of Self-Supervised Learning in Skin Cancer DiagnosisMaria Rita Verdelho, Catarina Barata. 1-5 [doi]
• Automatic Cephalometric Landmark Detection on X-Ray Images Using Object DetectionCheng-Ho King, Yin-Lin Wang, Wei-Yang Lin, Chia-Ling Tsai. 1-4 [doi]
• Corolla: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma GradingZhiyuan Cai, Li Lin 0006, Huaqing He, Xiaoying Tang. 1-4 [doi]
• Shape-Consistent Generative Adversarial Networks for Multi-Modal Medical Segmentation MapsLeo Segre, Or Hirschorn, Dvir Ginzburg, Dan Raviv. 1-5 [doi]
• Leaders: Learnable Deep Radial Subsampling for Mri ReconstructionZhiwen Wang, Bowen Li, Wenjun Xia, Chenyu Shen, Mingzheng Hou, Hu Chen 0002, Yan Liu, Jiliu Zhou, Yi Zhang 0018. 1-5 [doi]
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• Deep Semi-Supervised Active Learning for Knee Osteoarthritis Severity GradingAbu Mohammed Raisuddin, Huy-Hoang Nguyen, Aleksei Tiulpin. 1-5 [doi]
• Extending the Capability of Linear Array Ultrasound Probe to Concave Array Using Low-Cost Acoustic Lens for High Frame Rate Focused ImagingPisharody Harikrishnan Gopalakrishnan, Mahesh Raveendranatha Panicker. 1-4 [doi]
• Focal Attention Networks: Optimising Attention for Biomedical Image SegmentationMichael Yeung, Leonardo Rundo, Evis Sala, Carola-Bibiane Schönlieb, Guang Yang 0006. 1-5 [doi]
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• Interpretable Graph Convolutional Network Of Multi-Modality Brain Imaging For Alzheimer's Disease DiagnosisHouliang Zhou, Lifang He 0001, Yu Zhang, Li Shen, Brian Chen. 1-5 [doi]
• Adversarial Contrastive Fourier Domain Adaptation for Polyp SegmentationTa Duc Huy, Hoang Cao Huyen, Chanh D. T. Nguyen, Soan T. M. Duong, Trung Bui, Steven Q. H. Truong. 1-5 [doi]
• Characterizing Cell Populations Using Statistical Shape ModesXimu Deng, Rituparna Sarkar, Elisabeth Labruyere, Jean-Christophe Olivo-Marin, Anuj Srivastava. 1-5 [doi]
• Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography ImagesSayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Harpal Sandhu, Mohammed Ghazal, A. Sewelam, Mohamed A. Mohamed, Ayman El-Baz. 1-4 [doi]
• Elasticity Quantification Using an Empirical Relationship Between Single Transducer -Harmonic Motion Imaging-Derived Displacement Versus Oscillation FrequencyMd. Murad Hossain, Elisa E. Konofagou. 1-4 [doi]
• Influential Prototypical Networks for Few Shot Learning: A Dermatological Case StudyRanjana Roy Chowdhury, Deepti R. Bathula. 1-4 [doi]
• Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect EpilepsyYunan Wu, Pierre Besson, Emanuel A. Azcona, S. Kathleen Bandt, Todd B. Parrish, Aggelos K. Katsaggelos. 1-5 [doi]
• An Unsupervised Approach to Detect Microglia Tip in Volumetric Fluorescence Imaging DataMengfan Wang, Kathleen Whiting, Fritz W. Lischka, Zygmunt Galdzicki, Guoqiang Yu. 1-5 [doi]
• Pseudo-Label Refinement Using Superpixels for Semi-Supervised Brain Tumour SegmentationBethany H. Thompson, Gaetano Di Caterina, Jeremy P. Voisey. 1-5 [doi]
• DL-UCT: A Deep Learning Framework for Ultrasound Computed TomographySumukha Prasad, Mohamed Almekkawy. 1-5 [doi]
• Decouple-Couple Network for Drug-Resistant EGFR Mutation Subtype Prediction with Lung Cancer CT ImagesYongbei Zhu, Liusu Wang, He Yu, Meili Liu, Mingyu Zhang, Weimin Li, Shuo Wang, Jie Tian 0001. 1-5 [doi]
• Lesion Detectability and Contrast Enhancement with Beam Multiply and Sum Beamforming for Non-Steered Plane Wave Ultrasound ImagingA. N. Madhavanunni, Mahesh Raveendranatha Panicker. 1-4 [doi]
• A Resource-Efficient Deep Learning Framework for Low-Dose Brain Pet Image Reconstruction and AnalysisYu Fu, Shunjie Dong, Yi Liao, Le Xue, Yuanfan Xu, Feng Li, Qianqian Yang, Tianbai Yu, Mei Tian, Cheng Zhuo. 1-5 [doi]
• Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classificationChao Li, Yue Cui, Na Luo, Yong Liu 0002, Pierrick Bourgeat, Jurgen Fripp, Tianzi Jiang. 1-5 [doi]
• Improving the Automatic Segmentation of Elongated Organs Using Geometrical PriorsRebeca Vétil, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch. 1-4 [doi]
• Cats: Complementary CNN and Transformer Encoders for SegmentationHao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz. 1-5 [doi]
• To What Extent Can Plug-and-Play Methods Outperform Neural Networks Alone In Low-Dose CT ReconstructionQifan Xu, Qihui Lyu, Dan Ruan, Ke Sheng. 1-5 [doi]
• Sharp-GAN: Sharpness Loss Regularized GAN for Histopathology Image SynthesisSujata Butte, Haotian Wang 0005, Min Xian, Aleksandar Vakanski. 1-5 [doi]
• Two-Phase Progressive Deep Transfer Learning for Cervical Cancer Dose Map PredictionJie Zeng, Chongyang Cao, Xingchen Peng, Jianghong Xiao, Chen Zu, Xi Wu 0004, Jiliu Zhou, Yan Wang 0015. 1-5 [doi]
• DSTUNet: UNet with Efficient Dense SWIN Transformer Pathway for Medical Image SegmentationZhuotong Cai, Jingmin Xin, Peiwen Shi, Jiayi Wu, Nanning Zheng 0001. 1-5 [doi]
• FEW-SHOT Image Segmentation for Cross-Institution Male Pelvic Organs Using Registration-Assisted Prototypical LearningYiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu. 1-5 [doi]
• Adaptation of a Multi-Site Network to a New Clinical Site Via Batch-Normalization SimilarityShira Kasten Serlin, Jacob Goldberger, Hayit Greenspan. 1-5 [doi]
• Graph-Based Small Bowel Path Tracking with Cylindrical ConstraintsSeung Yeon Shin, Sungwon Lee, Ronald M. Summers. 1-5 [doi]