Table of Contents

• Segmentation of White Matter Hyperintensities and Ischaemic Stroke Lesions in Structural MRIJesse Phitidis, Alison Q. O'Neil, Stewart Wiseman, David Alexander Dickie, Eleni Sakka, Agniete Kampaite, William Whiteley, Miguel O. Bernabeu, Beatrice Alex, Joanna M. Wardlaw, Maria del C. Valdés Hernández. 3-17 [doi]
• A Deep Learning Based Approach to Semantic Segmentation of Lung Tumour Areas in Gross Pathology ImagesMatthew Gil, Craig Dick, Stephen Harrow, Paul Murray, Gabriel Reines March, Stephen Marshall. 18-32 [doi]
• Iterative Refinement Algorithm for Liver Segmentation Ground-Truth Generation Using Fine-Tuning Weak Labels for CT and Structural MRIPeter E. Salah, Merna Bibars, Ayman Eldeib, Ahmed M. Ghanem, Ahmed M. Gharib, Khaled Z. Abd-Elmoniem, Mustafa A. Elattar, Inas A. Yassine. 33-47 [doi]
• M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis TasksBidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A. Linte. 48-63 [doi]
• BliMSR: Blind Degradation Modelling for Generating High-Resolution Medical ImagesSamiran Dey, Partha Basuchowdhuri, Debasis Mitra, Robin Augustine, Sanjoy Kumar Saha 0001, Tapabrata Chakraborti. 64-78 [doi]
• Efficient Semantic Segmentation of Nuclei in Histopathology Images Using SegformerMarwan Khaled, Mostafa A. Hammouda, Hesham Ali 0002, Mustafa Elattar, Sahar Selim. 81-95 [doi]
• Cross-Modality Deep Transfer Learning: Application to Liver Segmentation in CT and MRIMerna Bibars, Peter E. Salah, Ayman Eldeib, Mustafa A. Elattar, Inas A. Yassine. 96-110 [doi]
• Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation?Théo Sourget, Syed Nouman Hasany, Fabrice Mériaudeau, Caroline Petitjean. 111-118 [doi]
• Harnessing the Potential of Deep Learning for Total Shoulder Implant Classification: A Comparative StudyAakriti Mishra, A. Ramanathan, Vineet Batta, C. Malathy, Soumya Snigdha Kundu, M. Gayathri, D. Vathana, Srinath Kamineni. 119-132 [doi]
• Deep Facial Phenotyping with Mixup AugmentationJonathan Campbell, Mitchell Dawson, Andrew Zisserman, Weidi Xie, Christoffer Nellåker. 133-144 [doi]
• Context Matters: Cross-Domain Cell Detection in Histopathology Images via Contextual RegularizationZiqi Wen, Qingzhong Wang, Jiang Bian 0003, Xuhong Li, Yi Liu, Haoyi Xiong. 147-156 [doi]
• TON-ViT: A Neuro-Symbolic AI Based on Task Oriented Network with a Vision TransformerYupeng Zhuo, Nina Jiang, Andrew W. Kirkpatrick, Kyle Couperus, Oanh Tran, Jonah Beck, DeAnna DeVane, Ross Candelore, Jessica L. McKee, Chad Gorbatkin, Eleanor Birch, Christopher Colombo, Bradley Duerstock, Juan P. Wachs. 157-170 [doi]
• A New Similarity Metric for Deformable Registration of MALDI-MS and MRI ImagesFlorent Grélard, Michael Tuck, Elise Cosenza, David Legland, Marléne Durand, Sylvain Miraux, Nicolas Desbenoit. 171-181 [doi]
• Decoding Individual and Shared Experiences of Media Perception Using CNN ArchitecturesRiddhi Johri, Pankaj Pandey, Krishna Prasad Miyapuram, James Derek Lomas. 182-196 [doi]
• Revolutionizing Cancer Diagnosis Through Hybrid Self-supervised Deep Learning: EfficientNet with Denoising Autoencoder for Semantic Segmentation of Histopathological ImagesMostafa A. Hammouda, Marwan Khaled, Hesham Ali 0002, Sahar Selim, Mustafa Elattar. 197-214 [doi]
• Baseline Models for Action Recognition of Unscripted Casualty Care DatasetNina Jiang, Yupeng Zhuo, Andrew W. Kirkpatrick, Kyle Couperus, Oanh Tran, Jonah Beck, DeAnna DeVane, Ross Candelore, Jessica L. McKee, Chad Gorbatkin, Eleanor Birch, Christopher Colombo, Bradley Duerstock, Juan P. Wachs. 215-227 [doi]
• Web-Based AI System for Medical Image SegmentationHao Chen, Taowen Liu, Songyun Hu, Leyang Yu, Yiqi Li, Sihan Tao, Jacqueline Lee, Ahmed E. Fetit. 231-241 [doi]
• A New Approach for Identifying Skin Diseases from Dermatological RGB Images Using Source SeparationMustapha Zokay, Hicham Saylani. 242-256 [doi]
• Pseudo-SPR Map Generation from MRI Using U-Net Architecture for Ion Beam Therapy ApplicationAma Katseena Yawson, Katharina Maria Paul, Cedric Beyer, Stefan Dorsch, Sebastian Klüter, Thomas Welzel, Katharina Seidensaal, Jürgen Debus, Oliver Jäkel, Kristina Giske. 257-267 [doi]
• Generalised 3D Medical Image Registration with Learned Shape EncodingsChristoph Großbröhmer, Mattias P. Heinrich. 268-280 [doi]
• ToFi-ML: Retinal Image Screening with Topological Machine LearningFaisal Ahmed, Baris Coskunuzer. 281-297 [doi]
• Neural Network Pruning for Real-Time Polyp SegmentationSuman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai. 298-309 [doi]
• A Novel Approach to Breast Cancer Segmentation Using U-Net Model with Attention Mechanisms and FedProxEyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar, Sahar Selim. 310-324 [doi]
• Super Images - A New 2D Perspective on 3D Medical Imaging AnalysisIkboljon Sobirov, Numan Saeed, Mohammad Yaqub. 325-337 [doi]