Table of Contents

• Neck Fat Estimation from DXA Using Convolutional Neural NetworksEmily Cresswell, Fredrik Karpe, Nicolas Basty. 3-12 [doi]
• Multimodal Cardiomegaly Classification with Image-Derived Digital BiomarkersBenjamin Duvieusart, Felix Krones, Guy Parsons, Lionel Tarassenko, Bartlomiej W. Papiez, Adam Mahdi. 13-27 [doi]
• Proton Density Fat Fraction of Breast Adipose Tissue: Comparison of the Effect of Fat Spectra and Initial Evaluation as a BiomarkerIsobel Gordon, George P. Ralli, Carolina Fernandes, Amy H. Herlihy, Michael Brady 0001. 28-45 [doi]
• Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationAdriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel 0001, Sheraz Ahmed. 46-61 [doi]
• Joint Group-Wise Motion Estimation and Segmentation of Cardiac Cine MR Images Using Recurrent U-NetPengfang Qian, Junwei Yang, Pietro Lió, Peng Hu, Haikun Qi. 65-74 [doi]
• Recursive Deformable Image Registration Network with Mutual AttentionJian-Qing Zheng, Ziyang Wang, Baoru Huang, Tonia Vincent, Ngee Han Lim, Bartlomiej W. Papiez. 75-86 [doi]
• Spatiotemporal Attention Constrained Deep Learning Framework for Dual-Tracer PET ImagingDankun Lian, Yue Li, Huafeng Liu. 87-100 [doi]
• Faster Diffusion Cardiac MRI with Deep Learning-Based Breath Hold ReductionMichael Tänzer, Pedro Ferreira, Andrew Scott, Zohya Khalique, Maria Dwornik, Dudley Pennell, Guang Yang 0006, Daniel Rueckert, Sonia Nielles-Vallespin. 101-115 [doi]
• Preoperative CT and Intraoperative CBCT Image Registration and Evaluation in Robotic Cochlear Implant SurgeryChenxi Lu, Bo Dong, Xi Hu, Yang Zhao, Hongjian He, Jing Wang. 116-129 [doi]
• Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and CountingLihao Liu, Chenyang Hong, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb. 130-138 [doi]
• Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point AnnotationNabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel 0001, Sheraz Ahmed. 139-153 [doi]
• Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity EstimationGorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel. 157-171 [doi]
• Procrustes Analysis of Muscle Fascicle Shapes Based on DTI Fibre TrackingLei Ye, Eugénie Hunsicker, Baihua Li, Diwei Zhou. 172-186 [doi]
• Weakly Supervised Captioning of Ultrasound ImagesMohammad Alsharid, Harshita Sharma, Lior Drukker, Aris T. Papageorgiou, J. Alison Noble. 187-198 [doi]
• Computerised Methods for Monitoring Diabetic Foot Ulcers on Plantar Foot: A Feasibility StudyManu Goyal, Neil D. Reeves, Satyan Rajbhandari, Moi Hoon Yap. 199-211 [doi]
• CellCentroidFormer: Combining Self-attention and Convolution for Cell DetectionRoyden Wagner, Karl Rohr. 212-222 [doi]
• GPU-Net: Lightweight U-Net with More Diverse FeaturesHeng Yu, Di Fan, Weihu Song. 223-233 [doi]
• Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-raysMuhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarrete, Ibrahim Almakky, Mohammad Yaqub. 234-250 [doi]
• Ultrasonography Uterus and Fetus Segmentation with Constrained Spatial-Temporal Memory FCNBin Kong, Xin Wang 0045, Yi Lu, Hao-Yu Yang, Kunlin Cao, Qi Song, Youbing Yin. 253-261 [doi]
• Thigh and Calf Muscles Segmentation Using Ensemble of Patch-Based Deep Convolutional Neural Network on Whole-Body Water-Fat MRIZhendi Gong, Rosemary Nicholas, Susan T. Francis, Xin Chen. 262-270 [doi]
• Fitting Segmentation Networks on Varying Image Resolutions Using SplattingMikael Brudfors, Yaël Balbastre, John Ashburner, Geraint Rees 0001, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. 271-282 [doi]
• Rotation-Equivariant Semantic Instance Segmentation on Biomedical ImagesKarl Bengtsson Bernander, Joakim Lindblad, Robin Strand, Ingela Nyström. 283-297 [doi]
• Joint Learning with Local and Global Consistency for Improved Medical Image SegmentationMd. Atik Ahamed, Abdullah-Al-Zubaer Imran. 298-312 [doi]
• LKAU-Net: 3D Large-Kernel Attention-Based U-Net for Automatic MRI Brain Tumor SegmentationHao Li, Yang Nan, Guang Yang 0006. 313-327 [doi]
• Attention-Fused CNN Model Compression with Knowledge Distillation for Brain Tumor SegmentationPengcheng Xu, Kyung Sang Kim, Huafeng Liu 0003, Quanzheng Li. 328-338 [doi]
• Lung Segmentation Using ResUnet++ Powered by Variational Auto Encoder-Based Enhancement in Chest X-ray ImagesSamar Ibrahim, Kareem Elgohary, Mahmoud Higazy, Thanaa Mohannad, Sahar Selim, Mustafa A. Alattar. 339-356 [doi]
• A Neural Architecture Search Based Framework for Segmentation of Epithelium, Nuclei and Oral Epithelial Dysplasia GradingNeda Azarmehr, Adam J. Shephard, Hanya Mahmood, Nasir M. Rajpoot, Syed Ali Khurram. 357-370 [doi]
• STAMP: A Self-training Student-Teacher Augmentation-Driven Meta Pseudo-Labeling Framework for 3D Cardiac MRI Image SegmentationS. M. Kamrul Hasan, Cristian A. Linte. 371-386 [doi]
• Implicit U-Net for Volumetric Medical Image SegmentationSergio Naval Marimont, Giacomo Tarroni. 387-397 [doi]
• A Deep-Learning Lesion Segmentation Model that Addresses Class Imbalance and Expected Low Probability Tissue Abnormalities in Pre and Postoperative Liver MRINora Vogt, Zobair Arya, Luis Núñez, Kezia Hobson, John Connell, Michael Brady 0001, Paul Aljabar. 398-411 [doi]
• Utility of Equivariant Message Passing in Cortical Mesh SegmentationDániel Unyi, Ferdinando Insalata, Petar Velickovic, Bálint Gyires-Tóth. 412-424 [doi]
• A Novel Framework for Coarse-Grained Semantic Segmentation of Whole-Slide ImagesRaja Muhammad Saad Bashir, Muhammad Shaban, Shan-e-Ahmed Raza, Syed Ali Khurram, Nasir M. Rajpoot. 425-439 [doi]
• How Effective is Adversarial Training of CNNs in Medical Image Analysis?Yiming Xie, Ahmed E. Fetit. 443-457 [doi]
• A U-Net Based Progressive GAN for Microscopic Image AugmentationQifan Zhou, Hujun Yin. 458-468 [doi]
• A Deep Generative Model of Neonatal Cortical Surface DevelopmentAbdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson. 469-481 [doi]
• A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance ImagingNina Cheng, Rodrigo Bonazzola, Nishant Ravikumar, Alejandro F. Frangi. 482-493 [doi]
• An Uncertainty-Aware Transformer for MRI Cardiac Semantic Segmentation via Mean TeachersZiyang Wang, Jian-Qing Zheng, Irina Voiculescu. 494-507 [doi]
• SF-SegFormer: Stepped-Fusion Segmentation Transformer for Brain Tissue Image via Inter-Group Correlation and Enhanced Multi-layer PerceptronJinjing Zhang, Lijun Zhao 0002, Jianchao Zeng 0001, Pinle Qin. 508-518 [doi]
• Polyp2Seg: Improved Polyp Segmentation with Vision TransformerVittorino Mandujano-Cornejo, Javier A. Montoya-Zegarra. 519-534 [doi]
• Multi-resolution Fine-Tuning of Vision TransformersKerr Fitzgerald, Meng Law, Jarrel Seah, Jennifer Tang, Bogdan J. Matuszewski. 535-546 [doi]
• From Astronomy to Histology: Adapting the FellWalker Algorithm to Deep Nuclear Instance SegmentationMichael Yeung, Todd Watts, Guang Yang 0006. 547-561 [doi]
• Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma GradingBiraja Ghoshal, Bhargab Ghoshal, Allan Tucker. 565-577 [doi]
• A Novel Bi-level Lung Cancer Classification System on CT ScansShubham Dodia, B. Annappa, Mahesh Padukudru Anand. 578-593 [doi]
• Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images with Multi-task UNetHongzhi Zhu, Robert Rohling, Septimiu Salcudean. 594-608 [doi]
• Deep Bayesian Active-Learning-to-Rank for Endoscopic Image DataTakeaki Kadota, Hideaki Hayashi, Ryoma Bise, Kiyohito Tanaka, Seiichi Uchida. 609-622 [doi]
• Improving Image Representations via MoCo Pre-training for Multimodal CXR ClassificationFrancesco Dalla Serra, Grzegorz Jacenków, Fani Deligianni, Jeff Dalton 0001, Alison Q. O'Neil. 623-635 [doi]
• Multi-scale Graph Neural Networks for Mammography Classification and Abnormality DetectionGuillaume Pelluet, Mira Rizkallah, Mickael Tardy, Oscar Acosta, Diana Mateus. 636-650 [doi]
• TransSLC: Skin Lesion Classification in Dermatoscopic Images Using TransformersMd. Mostafa Kamal Sarker, Carlos Francisco Moreno-García, Jinchang Ren, Eyad Elyan. 651-660 [doi]
• Privacy Preserving and Communication Efficient Information Enhancement for Imbalanced Medical Image ClassificationXiaochuan Li, Yuan Ke. 663-679 [doi]
• Contrastive Pretraining for Echocardiography Segmentation with Limited DataMohamed Saeed, Rand Muhtaseb, Mohammad Yaqub. 680-691 [doi]
• High-Quality 4D-CBCT Imaging from Single Routine ScanHuihui Li, Pengfei Yang, Xin Ge, Tianye Niu. 692-702 [doi]
• Non-iterative Blind Deblurring of Digital Microscope Images with Spatially Varying BlurFurkan Kaynar, Peter Geißler, Laurent Demaret, Tamara Seybold, Walter Stechele. 703-718 [doi]
• Low-Effort Re-identification Techniques Based on Medical Imagery Threaten Patient PrivacyLaura Carolina Martínez Esmeral, Andreas Uhl. 719-733 [doi]
• Removing Specular Reflection in Multispectral Dermatological Images Using Blind Source SeparationMustapha Zokay, Hicham Saylani. 734-750 [doi]
• A Multi-scale Self-supervision Method for Improving Cell Nuclei Segmentation in Pathological TissuesHesham Ali 0002, Mustafa A. Alattar, Sahar Selim. 751-763 [doi]
• Correlation Between IBSI Morphological Features and Manually-Annotated Shape Attributes on Lung Lesions at CTFrancesco Bianconi, Mario Luca Fravolini, Giulia Pascoletti, Isabella Palumbo, Michele Scialpi, Cynthia Aristei, Barbara Palumbo. 767-777 [doi]
• Large-Scale Patch-Wise Pathological Image Feature Dataset with a Hardware-agnostic Feature Extraction ToolZheyu Zhu, Ruining Deng, Quan Liu, Zuhayr Asad, Can Cui, Tianyuan Yao, Yuankai Huo. 778-786 [doi]
• Predicting Myocardial Infarction Using Retinal OCT ImagingCynthia Maldonado García, Rodrigo Bonazzola, Nishant Ravikumar, Alejandro F. Frangi. 787-797 [doi]
• On the Feasibility of Radiomic Analysis for the Detection of Breast Lesions in Speed-of-Sound Images of the BreastAndres F. Vargas, Angie Hernández, Ana Ramirez, Said Pertuz. 798-813 [doi]
• Oral Dental Diagnosis Using Deep Learning Techniques: A ReviewAsmaa Elsayed, Hanya Mostafa, Reem Tarek, Kareem Mohamed, Abdelaziz Hossam, Sahar Selim. 814-832 [doi]
• Computational Image Analysis Techniques, Programming Languages and Software Platforms Used in Cancer Research: A Scoping ReviewYoussef Arafat, Constantino Carlos Reyes-Aldasoro. 833-847 [doi]
• A User Interface for Automatic Polyp Detection Based on Deep Learning with Extended VisionAdrian Krenzer, Joel Troya, Michael Banck, Boban Sudarevic, Krzysztof Flisikowski, Alexander Meining, Frank Puppe. 851-868 [doi]
• Using Deep Learning on X-ray Orthogonal Coronary Angiograms for Quantitative Coronary AnalysisLaura Busto, José A. González-Nóvoa, Pablo Juan-Salvadores, Víctor Jiménez, Andrés Íñiguez, César Veiga. 869-881 [doi]
• Efficient Pipeline for Rapid Detection of Catheters and Tubes in Chest RadiographsHossam Mohamed Sarhan, Hesham Ali 0002, Eman Ehab, Sahar Selim, Mustafa Elattar. 882-891 [doi]
• FCN-Transformer Feature Fusion for Polyp SegmentationEdward Sanderson, Bogdan J. Matuszewski. 892-907 [doi]