Table of Contents

• Resdiff: Residual Diffusion Model for Conditional Distribution Learning in Medical Image SegmentationXiangyu Li 0004, Fanding Li, Yifan Liu, Wei Wang 0169, Gongning Luo, Kuanquan Wang, Yi Shen 0001, Baochun Zhao, Shuo Li 0001. 1-5 [doi]
• Hybrid-Projection with Subspace Recycling for Sequential and Limited-Angle CT: A Training-Free Baseline for Biomedical ImagingHonghui Li. 1-5 [doi]
• Evidence-Grounded Temporal Reasoning in Operating Room Long Video UnderstandingYaoqian Li, Jinpeng Li, Pheng-Ann Heng. 1-5 [doi]
• Vision Transformer for Breast Cancer Diagnosis: Layer-Wise Analyses Beyond Attention MechanismKengo Takahashi, Yuwen Zeng, Kei Ichiji, Zhang Zhang, Haoyang Liu, Ryusei Inamori, Takuma Usuzaki, Noriyasu Homma. 1-5 [doi]
• Phase-Aware Vision Transformers Enable Prediction of Hepatocellular Carcinoma Recurrence After Liver TransplantationNishanth Arun, Alexander D. Weston, Fatima Islam, Candice Bolan, Beau Toskich, Fernando Gil Lopez, John M. Galeotti. 1-5 [doi]
• Synthesizing Brain Magnetic Resonance Images for Myelin AssessmentNikhil N. Chaudhari, Nahian F. Chowdhury, Emily L. Dennis, Elisabeth A. Wilde, Andrei Irimia. 1-5 [doi]
• Towards Universal Ultrasound Analysis: Parameter-Efficient Foundation Model With Task-Aware Routing for Heterogeneous Multi-Task LearningYixuan Zhang, Qing Xu, Yue Li, Xiangjian He, Zhen Chen 0013. 1-4 [doi]
• From Volumes to Slices: Computationally Efficient Contrastive Learning for Sequential Abdominal CT AnalysisPo-Kai Chiu, Hung-Hsuan Chen. 1-4 [doi]
• A Dual-View U-Net Framework for Carotid Ultra-Sound Plaque Segmentation and Vulnerability ClassificationXiangyu Guo, Changrui Li, Zihang Shu. 1-4 [doi]
• A Multi-Scale Linear-Time Encoder for Whole-Slide Image AnalysisJagan Mohan Reddy Dwarampudi, Joshua Wong, Hien Van Nguyen, Tania Banerjee. 1-4 [doi]
• Diffusion-Based Fourier Domain Deconvolution with Application to Ultrasound Image RestorationVassili Pustovalov, Anes Ghouli, Duong-Hung Pham, Denis Kouamé. 1-4 [doi]
• SO(3)-Invariant PCA with Application to Molecular DataMichael Fraiman, Paulina Hoyos, Tamir Bendory, Joe Kileel 0001, Oscar Mickelin, Nir Sharon, Amit Singer. 1-5 [doi]
• Overview of the CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-Ray ClassificationHexin Dong, Yi Lin, Pengyu Zhou, Xuan Zhong Feng, Alan Clint Legasto, Mingquan Lin, Hao Chen 0011, Yuzhe Yang 0003, George Shih, Yifan Peng 0002. 1-4 [doi]
• Direct Low-Field MRI Super-Resolution Using Undersampled K-SpaceDaniel Tweneboah Anyimadu, Mohammed M. Abdelsamea, Ahmed Karam Eldaly. 1-4 [doi]
• TRIDF-INR: Dual Frequency Self-Supervised Multi-Contrast MRI Super-Resolution Via Tri-Head Implicit Neural RepresentationBowen Gao, Kaiyan Li, S. Kevin Zhou. 1-5 [doi]
• Integrating Neural Differential Forecasting with Safe Reinforcement Learning for Blood Glucose RegulationYushen Liu, Yanfu Zhang, Xugui Zhou. 1-5 [doi]
• Brain-MGF: Multimodal Graph Fusion Network for EEG-FMRI Brain Connectivity Analysis Under PsilocybinSin-Yee Yap, Fuad Noman, Junn Yong Loo, Devon Stoliker, Moein Khajehnejad, Raphaël C.-W. Phan, David L. Dowe, Adeel Razi, Chee-Ming Ting. 1-5 [doi]
• Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images AnalysisXitong Ling, Xiaoxiao Li, Jiawen Li 0005, Mingxi Fu, Yuxuan Chen, Jing Peng, Minxi Ouyang, Yizhi Wang, Yonghong He, Xiaoping Liu, Lianghui Zhu, Tian Guan. 1-5 [doi]
• Joint-Specialist Learning with Endoscopic Descriptor Guidance for Ulcerative Colitis GradingSakib Ahammed, Robert Chandler, Moi Hoon Yap, Xinqi Fan. 1-5 [doi]
• Exploring Intrinsic Hierarchical Organization for Medical DiagnosisChengzhi Cao, Min Xu 0009. 1-5 [doi]
• Time-Aware Neural Operator for Liver Radiofrequency Ablation PlanningAlexander Joseph Fezovich, Iman Yi Liao, Ean-Hin Ooi. 1-4 [doi]
• Right Collateral Sulcus Morphology Correlates With Receptive Communication in Preterm Born Adolescents and NeonatesRacim Menasria, Julien Laval, Denis Rivière, Jessica Dubois, Jean-François Mangin, Joël Chavas. 1-5 [doi]
• Beyond Zero-Filled Mask: Inpainting Quality Enhancement via Neural Implicit Guidance PriorChangsuk Oh, Kaifeng Pang, Ricky Savjani, Kyunghyun Sung. 1-5 [doi]
• Harmonic-Fused Dual-Domain Network for Low-Concentration Magnetic Particle Imaging ReconstructionHaicheng Du, Guanghui Li 0006, Ziwei Chen, Penghua Zhai, Yu-an, Jie Tian 0001. 1-5 [doi]
• Mixture of Brownian Motions With Constrained Drift Velocities for Modeling Time-Varying Dynamics of Intracellular Bio-MoleculesVincent Briane, Charles Kervrann, Cyrille Billaudeau, Claire-Jing Rouchet, Rut Carballido-Lopez. 1-5 [doi]
• hSNMF: Hybrid Spatially Regularized NMF for Image-Derived Spatial TranscriptomicsMd Ishtyaq Mahmud, Veena Kochat, Suresh Satpati, Jagan Mohan Reddy Dwarampudi, Humaira Anzum, Kunal Rai, Tania Banerjee. 1-5 [doi]
• BEFNet: Boundary-Enhanced Fusion Network for Early Esophageal Cancer SegmentationLei Zhang, Zihuang Wu, Xinyu Xiong, Ming Li, Guanbin Li. 1-4 [doi]
• Beyond Dichotomization: Ordinal Prediction of Functional Stroke Outcomes from 4D CTP and Clinical Metadata Using Deep LearningKimberly Amador, Anthony J. Winder, Jens Fiehler, Philip A. Barber, Matthias Wilms, Nils D. Forkert. 1-5 [doi]
• Clinically Grounded Radiology Report Generation via Explanation-Guided Policy OptimizationMd. Touisn Akhter, Harsh Chaurasia, Sachindra Joshi, Kshitij S. Jadhav. 1-5 [doi]
• Image Imputation for Real-World Defective Microscopy Images of Mouse BrainsTao Wen, Ziquan Wei, Tingting Dan, Felix A. Kyere, Ian Curtin, Jason L. Stein, Guorong Wu 0001. 1-4 [doi]
• Training-Free One-Shot Medical Image Segmentation with SAM via Confidence and Consistency-Based Bidirectional Prompt EvolutionMuyang Li, Kang Li, Guotai Wang. 1-5 [doi]
• 3D DoseGLA: Gated Linear Attention with Wavelet-Domain Constraint for Efficient 3D Radiotherapy Dose PredictionKu Zhao, Xianhao Zhou, Wenjun Liao, Shichuan Zhang, Shaoting Zhang 0001, Guotai Wang. 1-5 [doi]
• Enhancing Early Liver Cancer Diagnosis: AI-Based Detection of Small Malignant Lesions on Contrast-Enhanced CTSébastien Poullot, Ezequiel Geremia, Vladimir Groza, Van Khoa Le, Benjamin Renoust, Jean-Christophe Brisset, Benoit Huet, Valerie Bourdes, Jun Shen, Olivier Lucidarme. 1-5 [doi]
• Distilling Expert Surgical Knowledge: How to Train Local Surgical VLMs for Anatomy Explanation in Complete Mesocolic ExcisionLennart Maack, Julia-Kristin Graß, Lisa-Marie Toscha, Nathaniel Melling, Alexander Schlaefer. 1-4 [doi]
• A Proximal Approach for Stain Separation and Normalization of Whole-Slide Histopathological ImagesAymen Sadraoui, Astrid Laurent-Bellue, Mounir Kaaniche, Amel Benazza-Benyahia, Catherine Guettier, Jean-Christophe Pesquet. 1-5 [doi]
• Synthetic Dataset Generation and Validation for Robotic Surgery Instrument SegmentationGiorgio Chiesa, Rossella Borra, Vittorio Lauro, Sabrina De Cillis, Daniele Amparore, Cristian Fiori, Riccardo Renzulli, Marco Grangetto. 1-4 [doi]
• Toward Efficient End-to-End VEM Processing Using a Unified Agent on GPUs and NPUsHaowen Xiao, Danyang Chen, Ziqian Guan, Xiangcheng Bao, Fangnan Xie, Jiarui Zhu, Jiayin Liang, Binqian Zou, Jiali Guan, Yanrui Lu, Chongyi Wang, YuTing Wang, Fukang Ge, Lin Gu 0003, Jinhao Bi, Jun He, Yingying Zhu. 1-5 [doi]
• Distilling Knowledge from Multiple Foundation Models for Accurate and Efficient Spatial Gene Expression PredictionZexi Li, Bin Li, Yang Hu, Jens Rittscher, Clare Verrill. 1-4 [doi]
• Predicting Cell Division Orientation in Ascidian DevelopmentHaydar Jammoul, Kilian Biasuz, Benjamin Gallean, Patrick Lemaire, Grégoire Malandain. 1-4 [doi]
• Rethinking Slide-Level Adaptation of Pathology Foundation ModelsJiawen Li 0005, Jiali Hu, Qiehe Sun, Xitong Ling, Yuxuan Chen, Renao Yan, Tian Guan, Anjia Han, Chao He, Yonghong He. 1-5 [doi]
• Foundation Model-Guided Iteratively Prompting and Pseudo-Labeling for Partially Labeled Medical Image SegmentationQiaochu Zhao, Wei Wei, David Horowitz, Richard Bakst, Yading Yuan. 1-5 [doi]
• Unsupervised Detection of Post-Stroke Brain AbnormalitiesYouwan Mahé, Elise Bannier, Stéphanie Leplaideur, Elisa Fromont, Francesca Galassi. 1-5 [doi]
• U-Net with SSM-Inspired Gated Large-Receptive-Field Refinement for Fetal Abdomen Segmentation and Circumference Measurement Using Ultrasound ImagesVrushti Patel, Jayendra M. Bhalodiya. 1-4 [doi]
• External Spatial Adapter Tuning: Memory-Efficient Adaptation of Foundation Model for Sddh Diagnosis with Ultrasound ImagesXueying Zhou, Jing Shi, Jun Du, Qian Wang 0001, Jun Shi 0004. 1-4 [doi]
• Spinesynnet: Synthesis of Thin-Slice Spinal MR Images by a View-Prompt Elastic Deformation Network with Anatomical ConstraintJieying Zhou, Chaoqun Fu, Ting Sun, Yuhan Wang, Ao Jin, Zhihai Su, Hai Lu, Shumao Pang. 1-5 [doi]
• NEUSEG: Interpretable Unsupervised GM/WM Segmentation in Brain Histopathology Using Nuclei MorphometricsHyung S. Roh, Noah Capp, Daniel T. Ohm, David J. Irwin, James C. Gee, Min Chen 0006. 1-5 [doi]
• Functional Connectivity During Visual-Auditory Associative Learning with Submillimeter Fmri at 7T: Comparing Pearson and Pca-Based Partial Correlation in Beta-Series AnalysisSanta Sozzi, Mahdi Enan, Lucia Melloni, Fabrizio Esposito, Nicola Vanello, Federico De Martino. 1-4 [doi]
• DermAI: Clinical Dermatology Acquisition Through Quality-Driven Image Collection for AI Classification in MobileThales Bezerra, Emanoel dos Santos, Kelvin Cunha, Rodrigo Mota, Fábio Papais, Francisco Filho, Natália Lopes, Érico Medeiros, Jéssica Araujo, Shirley Cruz, Paulo Borba, Tsang Ing Ren. 1-4 [doi]
• Diffusion Model-Based Data Augmentation for Enhanced Neuron SegmentationLiuyun Jiang, Yanchao Zhang, Jinyue Guo, Yizhuo Lu, Ruining Zhou, Hua Han 0001. 1-5 [doi]
• Heart Sounds Spectrogram: An Efficient Detection Tool for DepressionKhan Muhammad 0001, Muhammad Majid, Aamir Arsalan, Syed Muhammad Anwar. 1-4 [doi]
• Scale-Aware Curriculum Learning for Data-Efficient Lung Nodule Detection with YOLOV11Yi Luo, Yike Guo, Hamed Hooshangnejad, Zongwei Zhou, Kai Ding 0003. 1-5 [doi]
• Segmentation From Partial Views Via Patient-Specific Shape PriorsJared Vicory, Dzenan Zukic, Balázs Vágvölgyi, Peter Kazanzides, Andinet Enquobahrie, Emad Boctor. 1-4 [doi]
• A Physics-Informed and Mechanistically-Grounded Deep Learning Framework for Revealing Altered Structurefunction Coupling in Neurodegenerative DiseasesTianmu Hu, Chenxuan Wang, Tingting Dan, Guorong Wu 0001. 1-5 [doi]
• Rotation Equivariant Convolutions in Deformable Registration of Brain MRIArghavan Rezvani, Kun Han, Anthony T. Wu, Pooya Khosravi, Xiaohui Xie. 1-5 [doi]
• Boost: A B0 Optimization Shimming Technique for Halbach-Based MRI ScannersJose Rojas-Cancino, Belén Bravo-Kunz, Clemente Soza, Jacinta Blanco, Benjamin Landeta, Alberto B. Osorio, Nicolás E. Seguel, Carlos Milovic, Pablo Irarrazaval, Cristian Tejos. 1-4 [doi]
• ProSona: Prompt-Guided Personalization for Multi-Expert Medical Image SegmentationAya Elgebaly, Nikolaos Delopoulos, Juliane Hörner-Rieber, Carolin Rippke, Sebastian Klüter, Luca Boldrini, Lorenzo Placidi, Riccardo Dal Bello, Nicolaus Andratschke, Michael Baumgartl, Claus Belka, Christopher Kurz, Guillaume Landry, Shadi Albarqouni. 1-5 [doi]
• Neural Dynamics of Time Perception Under Acute Pain: An Auditory Temporal Bisection StudyAshwini Subramanian, Siwei Mai, Jiazhen Hong, Laleh Najafizadeh. 1-5 [doi]
• Learner: Contrastive Pretraining for Learning Fine-Grained Patient Progression From Coarse Inter-Patient LabelsJana Armouti, Nikhil Madaan, Rohan Panda, Tom Fox, Laura Hutchins, Amita Krishnan, Ricardo Luis Rodriguez, Bennett P. deBoisblanc, Deva Ramanan, John M. Galeotti, Gautam Rajendrakumar Gare. 1-5 [doi]
• Abdominal Segmentation and Blood Vessel Detection in CTA Scans for Diep Reconstruction ProceduresShir Ashkenazi, Nahum Kiryati, Dor Freidin, Ariel Tessone, Shai Tejman-Yarden, Arnaldo Mayer. 1-5 [doi]
• WBCBENCH 2026: A Challenge for Robust White Blood Cell Classification Under Class ImbalanceXin Tian 0009, Xudong Ma, Tianqi Yang, Alin Achim, Bartlomiej W. Papiez, Phandee Watanaboonyongcharoen, Nantheera Anantrasirichai. 1-4 [doi]
• YOLO-US: A Unified Multi-Task Foundation Framework for Generalist Ultrasound Image AnalysisWenpei Liu, Leshui Dong, Zhihan Zhang, Xinyang Liu, Yulin Sun, Runnan He, Xiuyun Liu, Dong-ming. 1-5 [doi]
• Benchmarking Detectors for the RIVA Cervical Cytology ChallengeHaotian Jiang, Mengjie Xu, Manman Fei, Zelin Liu, Lichi Zhang, Qian Wang 0001. 1-4 [doi]
• SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome TranslationYee Fan Tan, Jun Lin Liow, Pei-Sze Tan, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao, Chee-Ming Ting. 1-5 [doi]
• Consistency Models for Fast MRI Using Regularization by DenoisingMerve Gülle, Junno Yun, Yasar Utku Alçalar, Mehmet Akçakaya. 1-5 [doi]
• Semantic-Aware 3D Polyp Segmentation in Dynamic Endoscopy ScenesJinhua Liu 0002, Wen Tang 0004, Yongsheng Shi, Dongjin Huang. 1-4 [doi]
• An Ensemble Graph-Based Deep Learning Framework Integrating Phenotypic and fMRI Data for Autism ClassificationJuliana Mantebea Danso, Enoch Opanin Gyamfi, Byron Gao, Mylène C. Q. Farias. 1-5 [doi]
• Distortion-Guided Learning for Opinion-Unaware No-Reference Image Quality Assessment in Low Dose CTQuentin Bourbon, Elsa D. Angelini, Thomas Benseghir, Christophe Kervazo, Saïd Ladjal. 1-5 [doi]
• Preserving Anatomical Continuity: Three-Stage Pipeline for Colon Segmentation in 3D Abdominal CT ScansDeshan Kalupahana, Sonit Singh, Praveen Ravindran, Arcot Sowmya. 1-5 [doi]
• Evaluating Transferability of Fundus-Trained Deep Models to Mobile Retinal Imaging for Diabetic Retinopathy DetectionMd Rashik Shahriar Akash, Ramazan Aygun, Mahmut Karakaya. 1-4 [doi]
• Decoupling Multi-Contrast Super-Resolution: Pairing Unpaired Synthesis with Implicit RepresentationsHongyu Rui, Yinzhe Wu 0001, Fanwen Wang, Jiahao Huang, Zhenxuan Zhang, Liutao Yang, Zi Wang 0005, Guang Yang 0006. 1-4 [doi]
• Structural Self-Supervision for Label-Free Aortic Dissection Triage on Non-Contrast CTJiani Lin, Zhiquan Situ, Guoxi Xie, Wu Zhou. 1-5 [doi]
• Leveraging Fourier Domain for Unsupervised Removal of Structured Noise in Fluorescence Microscopy ImagingHaosen Liu 0001, Edmund Y. Lam. 1-4 [doi]
• Falcon: Unfolded Variational Model for Blind Deconvolution and Segmentation in 3D Dental ImagingM. A. Rivera, D. O. Smati, Jerome Michetti, Manuel Curado, José-Francisco Vicent, Duong-Hung Pham, Denis Kouame. 1-4 [doi]
• Autism Spectrum Disorder Detection Using Multidomain Features of RS-FMRI Bold Time Series and Machine LearningDibyasree Lahkar, Sandeep Singh Sengar, Jac Fredo Agastinose Ronickom. 1-4 [doi]
• Dynamics Segmentation of Single Particle Trajectories Based on Recurrent LearningN. Shikhli, A. Brelot, Jean-Christophe Olivo-Marin, Thibault Lagache, Giacomo Nardi. 1-4 [doi]
• TrackletGPT: A Language-Like GPT Framework for White Matter Tract SegmentationAnoushkrit Goel, Simroop Singh, Ankita Joshi, Ranjeet Ranjan Jha, Chirag Ahuja, Aditya Nigam, Arnav Bhavsar. 1-4 [doi]
• CALM-VLM: Calibration and Selective Prediction in Vision-Language Models for Reliable Brain MRI ClassificationNikhil J. Dhinagar, Chirag Jagad, Pavithra Senthilkumar, Sophia I. Thomopoulos, Mahir H. Khan, Sook-Lei Liew, Paul M. Thompson. 1-5 [doi]
• Dirichlet-Based Evidential Loss for Uncertainty-Aware Medical Image SegmentationBlanca Rodriguez-Gonzalez, Javier Hernandez-Rubia, Borja Rodríguez-Vila, Angel Torrado-Carvajal, Norberto Malpica. 1-4 [doi]
• Unsupervised Fixed Point Networks for Improved MRF ReconstructionPeng Li, Yinghao Zhang, Xin Lu, Yue Hu. 1-4 [doi]
• Spatially-Aware Mixture of Experts with Log-Logistic Survival Modeling for Whole-Slide ImagesArdhendu Sekhar, Vasu Soni, Keshav Aske, Shivam Madnoorkar, Pranav Jeevan, Amit Sethi. 1-4 [doi]
• Quantitative Evaluation of Explanation Quality in Fetal Ultrasound Quality Criterion Detection Using Saliency MapsAnirudh S. Varrier, Santiago Alférez, Meritxell Riera-Marin, Jithin Velayudhan, Joan Sabria, O. K. Sikha 0001. 1-5 [doi]
• Cross-Domain Vessel Segmentation via Latent Similarity Mining and Iterative Co-OptimizationZhanqiang Guo, Jianjiang Feng, Jie Zhou 0001. 1-5 [doi]
• Revisiting MRI Reconstruction Using a Combination of Complex and Magnitude Measurements with Learned PriorsMahdi Saberi, Mehmet Akçakaya. 1-5 [doi]
• Functional Gradients of the Spinal Cord and Corticospinal SystemEkansh Sareen, Nivedya Suresh Nambiar, Dimitri Van De Ville. 1-5 [doi]
• A Model-Based Reconstruction Approach to Field-Free Line Magnetic Particle ImagingJonas Schumacher, Artyom Tsanda, Patricia Römer, Niklas Hackelberg, Tobias Knopp. 1-4 [doi]
• Improving Gradient Flow Methods for Instance Segmentation of Crossing ObjectsJ. Mabon, J. C. Olivo-Marin. 1-5 [doi]
• Meta-Guided Sampling for Improved Few-Shot Learning in Skin Cancer ClassificationRanjana Roy Chowdhury, Deepti R. Bathula. 1-4 [doi]
• Learning From Limited Multi-Phase CT: Dual-Branch Prototype-Guided Framework for Early Recurrence Prediction in HCCHsin-Pei Yu, Si-Qin Lyu, Van Quang Nghiem, Yi-Hsien Hsieh, Weichung Wang, Tung-Hung Su, Jia-Horng Kao, Che Lin. 1-5 [doi]
• Center-Aware Detection with Swin-Based Co-DETR Framework for Cervical CytologyYan Kong, Yuan Yin, Hongan Chen, Yuqi Fang, Caifeng Shan. 1-4 [doi]
• Intelligent Diagnosis of Chronic Obstructive Pulmonary Disease by Integrating CT Segmentation and Multi-Dimensional RepresentationsHao Long, Na Deng, Dongni Hou, Wenyu Xing. 1-4 [doi]
• ARMARecon: An ARMA Convolutional Filter Based Graph Neural Network for Neurodegenerative Dementias ClassificationVSS Tejaswi Abburi, Ananya Singhal, Saurabh J. Shigwan, Nitin Kumar 0003. 1-4 [doi]
• AI-Assisted Colonoscopy: Polyp Detection and Segmentation Using Foundation ModelsUxue Delaquintana-Aramendi, Leire Benito-Del-Valle, Aitor Alvarez-Gila, Javier Pascau, Luisa F. Sánchez-Peralta, Artzai Picón, José B. Pagador, Cristina López Saratxaga. 1-5 [doi]
• A Multimodal Cross-Attention Pathotranscriptome Integration for Enhanced Survival Prediction of Oral Squamous Cell CarcinomaKountay Dwivedi, Amirreza Mahbod, Rupert Ecker, Klara Janjic. 1-5 [doi]
• Variance-Penalized MC-Dropout as a Learned Smoothing Prior for Brain Tumour SegmentationSatyaki Roy Chowdhury, Golrokh Mirzaei. 1-5 [doi]
• Metadata-Aligned 3D MRI Representations for Contrast Understanding and Quality ControlMehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Paul Wright 0001, Mehmet Yigitsoy, Sébastien Ourselin, Manuel Jorge Cardoso. 1-4 [doi]
• Optical Flow-Guided Echocardiography Label Augmentation for the Segment Anything ModelGuil Jung, SeokHwan Oh, Hyeon-Jik Lee, Myeong-Gee Kim, Young-Min Kim 0004, Sang Yun Kim, Jungjae Son, Hyuksool Kwon, Hyeon-Min Bae. 1-5 [doi]
• CLEAR-MPI: Concentration Level Enhancement and Recovery in Magnetic Particle Imaging ReconstructionGen Shi, Tao Zhu, Zhaoji Miao. 1-5 [doi]
• Peripheral Prototypical Contrastive Loss for Supervised Medical Image SegmentationTakuro Shimaya, Ryosaku Shino, Masahiro Saiko. 1-5 [doi]
• Unsupervised Domain Adaptation with Target-Only Margin Disparity DiscrepancyGauthier Miralles, Loïc Le Folgoc, Vincent Jugnon, Pietro Gori. 1-5 [doi]
• Content-Aware Image Compression Model for Macromolecular Crystallography DataJianxiang Dong, Zhaozheng Yin, Herbert J. Bernstein, Jean Jakoncic. 1-5 [doi]
• Entity Knowledge Graph Enhanced Vision Language Model for Multi-Organ DiagnosisJianxun Yu, Meirui Jiang, Winnie Chiu Wing Chu, Qi Dou 0001. 1-5 [doi]
• Toward Achieving Adjustable Smoothing Level in Cardiac-Gated SPECT Studies with a Deep Learning Denoising NetworkXirang Zhang, Yongyi Yang, Jovan G. Brankov, Michael A. King. 1-4 [doi]
• SFNet: Spatial-Frequency Collaborative Network for Fast System Matrix Calibration in Magnetic Particle ImagingPenghua Zhai, Weixin Xu, Ao Xiao, Xinran Jiang, Jie Tian 0001, Wei Mu. 1-5 [doi]
• A View-Specific Dual-Task Framework for Fetal Heart Ultrasound AnalysisZejun Fu, Hongshun Ling, Jinjing Wu, Li Zhang. 1-4 [doi]
• Introduction of a Learned Prior to Passive Cavitation ImagingCélestine Lachambre, Bruno Gilles, Barbara Nicolas, François Varray, Jean-Christophe Béra, Adrian Basarab. 1-5 [doi]
• AutoATQ: Automating Along-Tract Quantification Without TractographyChengzhe Zhang, Yu Xie, Zhonghua Wan, Tenglong Wang, Ye Wu. 1-4 [doi]
• Personalized Stress Detection Through Reinforcement Learning Based Domain AdaptationSwati Kochhar, Nishchala Thakur, Katja Heilmann, Lejla Colic, Laith Hamid, Tara Chand, Martin Walter, Veronika Engert, Deepti R. Bathula. 1-4 [doi]
• Self-Supervised Slice-to-Volume Reconstruction with Gaussian Representations for Fetal MRIYinsong Wang, Thomas Fletcher, Xinzhe Luo, Aine Travers Dineen, Rhodri Cusack, Chen Qin. 1-5 [doi]
• Benchmarking Deep Learning for Future Liver Remnant Segmentation in Colorectal Liver MetastasisAnthony T. Wu, Arghavan Rezvani, Kela Liu, Roozbeh Houshyar, Pooya Khosravi, Whitney Li, Xiaohui Xie. 1-4 [doi]
• Eosinophil Counting with Green LearningQixin Hu, Yixing Wu, Mate Levente Nagy, Hwan Dong, C. C. Jay Kuo. 1-5 [doi]
• Efficient 3D Attention for 3T to 7T Modality ConversionInam Ul Haq Gulzar, Peeyush Kumar Singh, Sneha Singh, Aditya Nigam, Pankaj Gupta. 1-4 [doi]
• Automatic Correction of Generative AI Chest X-Ray Radiology ReportsRazi Mahmood, Pingkun Yan, Tanveer F. Syeda-Mahmood. 1-5 [doi]
• Region-Aware Loss Modulation for Accurate and Efficient 3D ULMMohammad Sabih, Afnan Alqarni, Mohamed Almekkawy. 1-4 [doi]
• High-Fidelity 3D Tooth Reconstruction by Fusing Intraoral Scans and CBCT Data Via Deep Implicit RepresentationsYi Zhu, Razmig Kéchichian, Raphaël Richert, Satoshi Ikehata, Sébastien Valette. 1-4 [doi]
• CRC-SAM: SAM-Based Multi-Modal Segmentation and Quantification of Colorectal Cancer in CT, Colonoscopy, and Histology ImagesDaniel Z. Lao, Quncai Zou. 1-4 [doi]
• MRI-Based Multi-Scale Multi-Modal Neonatal Brain Age Estimation Framework with Weight-Aware FeatureZhenyu Yang, Jiakun Xu, Sijin Yu, Ying Ouyang, Xin Zhang. 1-5 [doi]
• Follow Your Heart: Landmark-Guided Transducer Pose Scoring for Point-of-Care EchocardiographyZaiyang Guo, Jessie N. Dong, Filippos Bellos, Jilei Hao, Emily Mackay, Trevor Chan, Shir Goldfinger, Sethu Reddy, Steven Vance, Jason J. Corso, Alison M. Pouch. 1-5 [doi]
• End-to-End Optimization of Sparse Ultrasound Linear ProbesSergio Urrea, Adrian Basarab, Hervé Liebgott, Henry Arguello. 1-5 [doi]
• Image Quality Assessment of Imputation-Induced Biomarker Distortions in Multiplex ImmunofluorescencePriyanka Rana, XingNan Li, Tuba N. Gide, Nurudeen A Adegoke, Yizhe Mao, James S. Wilmott, Sidong Liu. 1-5 [doi]
• Disdiff: Self-Supervised Segmentation on Histopathology Images Using Diffusion Models and Distance MapsXuanke Zhang, Qi Zhang, Jia Gu, Runyang Jian, Chongyu Bao, Ziyang Zhu, Fengyong You, Jingzhang Sun. 1-5 [doi]
• Learning Time-Varying Co-Fluctuation Patterns from FMRI for Neurological Disease DiagnosisStacy Chen, Allen Xu, Minjeong Kim. 1-4 [doi]
• Brain-CLIP: An Individual-Preserving Contrastive Framework for Bidirectional Cross-Modal Brain Connectome TranslationYaokai Yang, Nan Zhao, Zeyu Zhang, Jing Zhang, Lu Zhang. 1-5 [doi]
• GIG-NET: Cascaded Graph-in-Graph Framework for Molecular Subtype Classification based on Multi-Modal Fusion in GliomaHaoyang Liu, Yuwen Zeng, Zhang Zhang, Arata Nagai, Kengo Takahashi, Masayuki Kanamori, Hidenori Endo, Kuniyasu Niizuma, Noriyasu Homma. 1-5 [doi]
• An Automated Pipeline for Processing and Analysis of Clinical Fetal Diffusion MriM. Cazzolla, A. Manchon, Mathieu Milh, Nadine Girard, Olivier Coulon, François Rousseau 0002, Guillaume Auzias. 1-4 [doi]
• Deep Learning-Based Accelerated Adaptive Beamforming for Enhanced Musculoskeletal Ultrasound ImagingMidhila Madhusoodanan, Mahesh Raveendranatha Panicker, Abhilash Rakkunedeth Hareendranathan. 1-4 [doi]
• Freqdino: Frequency-Guided Adaptation for Generalized Boundary-Aware Ultrasound Image SegmentationYixuan Zhang, Qing Xu, Yue Li, Xiangjian He, Qian Zhang, Mainul Haque, Rong Qu, Wenting Duan, Zhen Chen 0013. 1-5 [doi]
• Unpaired Semantic-Preserving Virtual Perls Generation via Conditional Generative ModelsI. Hernández-Abad, Juan E. Ortuño 0001, A. Mendoza, M. Gómez-Álvarez, A. Basterra-García, A. Ortiz-Ruiz, David Bermejo-Peláez, D. Brau-Queralt, A. Rodríguez-García, Nuria Díez, Monica Hernandez, Andrés Santos, C. Benavente, J. Martínez-López, María Linares, Miguel A. Luengo-Oroz, María J. Ledesma-Carbayo. 1-4 [doi]
• Two-Stage Physics-Guided Self-Supervised Quantitative MRI with Diffusion-Based Refinement for Synthetic DIR Imaging in Multiple SclerosisBin Zhang, Xingyang Wu, Dong Liang 0001, Yihang Zhou, Haifeng Wang 0003. 1-4 [doi]
• Artifact Correction and Quality Assessment via Perceptual Contrastive Learning on Diffusion MRIJiahao Yu, Tenglong Wang, Yu Xie, Jiaolong Qin, Ye Wu 0001. 1-4 [doi]
• Evaluating Sample-Size Efficiency and Sensitivity of Tractometry in Alzheimer's DiseaseYixue Feng 0001, Julio E. Villalon-Reina, Iyad Ba Gari, Jonathan Davis Alibrando, Talia M. Nir, Neda Jahanshad, Bramsh Qamar Chandio, Paul M. Thompson. 1-5 [doi]
• Learnable Total Variation with Lambda Mapping for Low-Dose CT DenoisingYusuf Talha Basak, Mehmet Ozan Unal, Metin Ertas, Isa Yildirim. 1-5 [doi]
• PROZONESAM2: Prostate Zonal Segmentation Using Sam2 and Gland-To-Zones Consistency ConstraintsChunna Yang, Mengting Yang, Zhongwei Zhao, Yan Li, Nengwang Yu, Yipeng Hu, Zhe Min. 1-5 [doi]
• Vesselfusion: Diffusion Models for Vessel Centerline Extraction From 3D Ct ImagesSoichi Mita, Shumpei Takezaki, Ryoma Bise. 1-5 [doi]
• Dual Agreement Consistency Learning with Foundation Models for Semi-Supervised Fetal Heart Ultrasound Segmentation and DiagnosisFangyijie Wang, Guénolé C. M. Silvestre, Kathleen M. Curran. 1-4 [doi]
• LOCBAM: Advancing 3D Patch-Based Image Segmentation by Integrating Location ContextDonnate Hooft, Stefan M. Fischer, Cosmin Bercea, Jan C. Peeken, Julia A. Schnabel. 1-4 [doi]
• Cross-Modal Image Learning for HER2 Status Detection From H&E Histopathology ImagesShubham Mishra, Debapriya Roy, Sandeep Mathur, Bikash Santra. 1-5 [doi]
• Radiomics LUS Transformer for Liver Tumour SegmentationAli Khalife, Mohammad Alkhatib, Erol Ozgur, Emmanuel Buc, Bertrand Le Roy, Youcef Mezouar, Adrien Bartoli. 1-4 [doi]
• A Novel Radiopathomic Signature for Oncotype Dx® Prediction in Breast CancerArianna Defeudis, Claudia Iuliani, Giulia Nicoletti, Eleonora Battista, Greta Vercella, Alessia Demichelis, Manuela Durando, Isabella Castellano, Valentina Giannini. 1-5 [doi]
• Exploring Multi-Scale Local and Global Features in Whole Slide Images Using State Space ModelsChongcong Jiang, Zhuo Zhao, Peixian Liang, Min Shi, Jun Han 0010, Nian-Feng Tzeng, Guanghua Xiao, Danny Z. Chen, Hao Zheng 0006. 1-4 [doi]
• Modeling Structure-Function Discordance in Glaucoma Visual Field AnalysisRoee Kattaby, Ari Leshno, Nir Avisar, Gal Yaakov Cohen, Ye Tian, Kaveri A. Thakoor, Lior Wolf. 1-5 [doi]
• A Comparative Study of Machine Learning and Deep Learning for Out-of-Distribution DetectionJihyeon Baek, Seunghoon Lee, Gitaek Kwon, Doohyun Park. 1-5 [doi]
• Deliver-MPI: Diffusion Embedded-Physics Model for Magnetic Particle Imaging Reconstruction under Strong Liver BackgroundZiwei Chen, Wenxuan Zou, Gen Shi, Jian'an Ye, Ning Sun, Zhongwei Bian, Yu-an, Jie Tian 0001. 1-5 [doi]
• View-Guided Multi-Task Learning for Fetal Cardiac Segmentation and CHD ClassificationYingyu Yang, Qianye Yang, Can Peng, Yuyuan Liu, J. Alison Noble. 1-5 [doi]
• Multimodal Oncology Agent for Idh1 Mutation Prediction in Low-Grade GliomaHafsa Akebli, Adam Shephard, Vincenzo Della Mea, Nasir M. Rajpoot. 1-4 [doi]
• How to Optimize Concordance in Medical Imaging for Deep Survival Analysis? Concordance Pairwise Logistic LossJustin Namuk Kim, Hao Wu 0068, Tao Hu, Ammar Hoori, Juhwan Lee, David L. Wilson. 1-4 [doi]
• Confidence Matters: Uncertainty Quantification and Precision Assessment of Deep Learning-Based CMR Biomarker Estimates Using Scan-Rescan DataDewmini Hasara Wickremasinghe, Michelle Gibogwe, Andrew Bell, Esther Puyol-Antón, Muhummad Sohaib Nazir, Reza Razavi, Bruno Paun, Paul Aljabar, Andrew P. King. 1-5 [doi]
• ST-SAM: A Spatio-Temporal Enhanced Segment Anything Model for Echocardiogram Video SegmentationNingshu Li, Minglang Chen, Bin Pu, Jingqiao Li, Xiaomeng Li. 1-5 [doi]
• Harmonization Mitigates Diffusion MRI Scanner Effects in Infancy: Insights From the Healthy Brain and Child Development (HBCD) StudyElyssa M. McMaster, Gaurav Rudravaram, Michael E. Kim, Trent M. Schwartz, Chloe Scholten, Jongyeon Yoon, Adam M. Saunders, Andre T. S. Hucke, Karthik Ramadass, Emily M. Harriott, Steven L. Meisler, Simon N. Vandekar, Allen T. Newton, Seth A. Smith, Saikat Sengupta, Kathryn L. Humphreys, Sarah Osmundson, Daniel Moyer, Laurie E. Cutting, Bennett A. Landman. 1-4 [doi]
• CephRes-MHNet: A Multi-Head Residual Network for Accurate and Robust Cephalometric Landmark DetectionAhmed Jaheen, Islam Hassan, Mohanad Abouserie, Abdelaty Rehab, Adham Elasfar, Knzy Elmasry, Mostafa El-Dawlatly, Seif Eldawlatly. 1-5 [doi]
• Synergy Vs. Noise: Performance-Guided Multimodal Fusion for Biochemical Recurrence-Free Survival in Prostate CancerSeth Alain Chang, Muhammad Mueez Amjad, Noorul Wahab, Ethar Alzaid, Nasir M. Rajpoot, Adam Shephard. 1-5 [doi]
• CoDe: A Self-Supervised Consistency Model Framework for MRI DenoisingJunying Li, Qingyang Hou, Kaifeng Pang, Qi Miao, Alex Ling Yu Hung, Elif Aygun, Shu-Fu Shih, Qing Dai, Holden H. Wu, Kyunghyun Sung. 1-5 [doi]
• PhysHVS-LDCT: Dose-Controllable Physics-Based Low-Dose CT Synthesis for Benchmarking and Data AugmentationTaifour Yousra, Marouane Tliba, Nour Aburaed, Azeddine Beghdadi, Faouzi Alaya Cheikh, Aladine Chetouani, Zuheng Ming, Rachid Jennane. 1-5 [doi]
• Adaptive Probe Geometry Estimation for High Frame Rate Imaging Using Flexible Ultrasound ArraysRudra Sainatha, Mahesh Raveendranatha Panicker. 1-4 [doi]
• Decoding Functional Networks for Visual Categories via GNNsShira Karmi, Galia Avidan, Tammy Riklin-Raviv. 1-5 [doi]
• 3D-LLDM: Label-Guided 3D Latent Diffusion Model for Improving High-Resolution Synthetic MR Imaging in Hepatic Structure SegmentationKyeonghun Kim, Jaehyeok Bae, Youngung Han, Joo Young Bae, Seoyoung Ju, Junsu Lim, Gyeongmin Kim, Nam-Joon Kim, Woo Kyoung Jeong, Ken Ying-Kai Liao, Won-jae Lee, Pa Hong, Hyuk-Jae Lee. 1-5 [doi]
• Cross-Domain Positive and Negative Syndrome Scale Associated Multimodal Brain Patterns in SchizophreniaJingxian Hu, Chuang Liang, Vince D. Calhoun, Shile Qi. 1-4 [doi]
• Scribble-Supervised Medical Image Segmentation With Dynamic Teacher Switching and Hierarchical ConsistencyThanh Huy Nguyen, Hoang-Loc Cao, Dat T. Chung, Mai-Anh Vu, Thanh Minh Nguyen, Minh Le, Phat K. Huynh, Ulas Bagci. 1-5 [doi]
• GLMS-PAD: Domain-Generalized Multi-Scale PAD for Fingerprint Presentation Attack DetectionSung-Che Cheng, Ching-Te Chiu, Ned Lin, Ang Yu, Paul Lai, Daniel Chen, Po-Hsuan Hung. 1-4 [doi]
• Entropy-Guided Agreement-Diversity: A Semi-Supervised Active Learning Framework for Fetal Head Segmentation in UltrasoundFangyijie Wang, Siteng Ma, Guénolé C. M. Silvestre, Kathleen M. Curran. 1-5 [doi]
• Optimize Flip Angle Schedules in Mr Fingerprinting using Reinforcement LearningShenjun Zhong, Zhifeng Chen, Zhaolin Chen. 1-4 [doi]
• Forecasting Future Anatomies: Longitudinal Brain MRI-TO-MRI PredictionAli Farki, Elaheh Moradi, Deepika Koundal, Jussi Tohka. 1-5 [doi]
• Conditional Diffusion Model Optimization for Real-Time Point-of-Care Image-Quality Enhancement on Nvidia Jetson Orin NanoTharun Kumar Jayaprakash, Ye Tian, Jedrzej Golebka, Royce W. S. Chen, Yu Gan, Kaveri A. Thakoor. 1-5 [doi]
• NC-REG: Neural Cortical Maps for Rigid RegistrationInes Vati, Pierrick Bourgeat, Rodrigo Santa Cruz, Vincent Doré, Olivier Salvado, Clinton Fookes, Léo Lebrat. 1-6 [doi]
• Learning to Look Closer: A New Instance-Wise Loss for Small Cerebral Lesion SegmentationLuc Bouteille, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen, Lukas Heine. 1-5 [doi]
• Faster 4D Flow MRI Scan with 3D Arbitrary-Scale Super-ResolutionSimon Perrin, Sébastien Levilly, Harold Mouchère, Jean-Michel Serfaty. 1-5 [doi]
• Robust by Design: A Continuous Monitoring and Data Integration Framework for Medical AIMohammad Daouk, Jan Ulrich Becker, Neeraja Kambham, Anthony Chang, Chandra Mohan, Hien Van Nguyen. 1-4 [doi]
• Histo-Unet: Histopathology Image Segmentation Using Topology-Aware Unet with Dual Uncertainty QuantificationAshim Dhor, Emily Das, Rasel Mondal, Shweta Azad, Vaishali Walke, Shakti Kumar Yadav, Abhirup Banerjee, Tanmay Basu. 1-4 [doi]
• Deepsrs: Enhancing Stimulated Raman Scattering Imaging Through Multi-Stage Deep Learning for Super-Resolution and DenoisingJiaxin Liu, Songxiang Xu, Yihuan Xu, Ying Chi. 1-5 [doi]
• Effectiveness of SAM for Conjunctiva SegmentationAdapa Sunil Kumar, Kotiya Mohith Goud, Kamalaker Dadi, Raju S. Bapi. 1-4 [doi]
• DINOV3-Guided Cross Fusion Framework for Semantic-Aware CT Generation From MRI and CBCTXianhao Zhou, Jianghao Wu 0001, Ku Zhao, Jinlong He, Huangxuan Zhao, Lei Chen, Shaoting Zhang 0001, Guotai Wang. 1-5 [doi]
• Interactive Surgical Visualization with Real-Time Endoscopic Scene Reconstruction and Functional Imaging OverlayZili Wang, Xiwei Xuan, Kwan-Liu Ma. 1-4 [doi]
• Two-Stage Cortical Surface Reconstruction from MRI with Arbitrary Slice ThicknessZhongliang Liu, Wenxuan Wu, Sijin Yu, Zhuoyan Dai, Xin Zhang 0013. 1-5 [doi]
• Upstream Probabilistic Meta-Imputation for Multimodal Pediatric Pancreatitis ClassificationMax A. Nelson, Elif Keles, Eminenur Sen Tasci, Merve Yazol, Halil Ertugrul Aktas, Ziliang Hong, Andrea Mia Bejar, Gorkem Durak, Oznur Leman Boyunaga, Ulas Bagci. 1-5 [doi]
• UCMoLE: Cluster-Routed Mixture of Low-Rank Experts for Endoscopic Ulcerative Colitis CaptioningRobert Chandler, Sakib Ahammed, Moi Hoon Yap, Xinqi Fan. 1-5 [doi]
• MFD: Modality-Aware Fusion of FMRI and MEG for Noninvasive Speech DecodingPengfei Yun, Che Liu, Changde Du, Huiguang He, Dinggang Shen. 1-5 [doi]
• SPINR: Self-Supervised Pet Reconstruction Using Implicit Neural RepresentationsYounes Moussaoui, Diana Mateus, Lukmán El Hadi, Saïd Moussaoui, Simon Stute, Nasrin Taheri. 1-5 [doi]
• Integrating Visual Features in Multiple Hypothesis Tracking Through Self-Supervised LearningRaphael Reme, Alasdair Newson, Elsa D. Angelini, Jean-Christophe Olivo-Marin, Thibault Lagache. 1-5 [doi]
• Comparative Evaluation of Five Hippocampal Segmentation Algorithms in Limbic Encephalitis: Addressing Inflammation and Atrophy ChallengesWalaa Zakaria, Alae Eddine El Barkaoui, Guillaume Criton, Jérôme Honnorat, François Cotton, Bastien Joubert, Thomas Grenier. 1-5 [doi]
• DERMAE: Improving Skin Lesion Classification Through Conditioned Latent Diffusion and MAE DistillationFrancisco Filho, Kelvin Cunha, Fábio Papais, Emanoel dos Santos, Rodrigo Mota, Thales Bezerra, Érico Medeiros, Paulo Borba, Tsang Ing Ren. 1-4 [doi]
• LUMEN: Longitudinal Multi-Modal Radiology Model for Prognosis and DiagnosisZhifan Jiang, Dong Yang 0005, Vishwesh Nath, Abhijeet Parida, Nishad Kulkarni, Ziyue Xu 0001, Daguang Xu, Syed Muhammad Anwar, Holger R. Roth, Marius George Linguraru. 1-5 [doi]
• PAT-DIFF: Pathology-Aware Residual Diffusion Framework for MRI-to-PET Translation in Alzheimer's DiseaseHa Eun Kim, Kwanseok Oh, Heung-Il Suk. 1-5 [doi]
• Rethinking Model Complexity: Contrastive Frame Embedding in Transformer-Based Echocardiogram Ejection Fraction EstimationShaunna Wang, Yishan Zhong, Benoit Marteau, Shaun Q. Y. Tan, Yining Yuan, Yifei Wang, May D. Wang. 1-4 [doi]
• Multimodal MRI Report Findings Supervised Brain Lesion Segmentation with SubstructuresYubin Ge, Yongsong Huang, Xiaofeng Liu 0001. 1-4 [doi]
• Multimodal Optical Imaging Platform for Quantitative Burn AssessmentNathaniel Hanson, Mateusz Wolak, Jonathan Richardson, Patrick Walker, David M. Burmeister, Chakameh Z. Jafari. 1-5 [doi]
• Synthesized Ultra-High B-Value Diffusion Images for Characterization of Neurite and Soma OrganizationTenglong Wang, Zhonghua Wan 0002, Yu Xie, Jiahao Yu, Yifei He, Ye Wu. 1-4 [doi]
• Iterative Confidence-Based Pseudo-Labeling for Semi-Supervised Lung Cancer Segmentation Under Annotation ScarcitySacha Dedeken, Thierry Colin, Jérôme Faure, Dimitris Visvikis, Pierre-Henri Conze. 1-4 [doi]
• HiMaC: Histogram-Driven and Mask-Aware Consistency Models for MRI ReconstructionQiudi He, Kai Zhao 0012, Kaifeng Pang, Qi Miao, Sanghyeok Lim, Changsuk Oh, Alex Ling Yu Hung, Kyunghyun Sung. 1-5 [doi]
• Separation of Epileptic Foci and Background Sources Using Heterogeneous Source Model with Poisson Wavelet ExpansionKohei Shimazu, Yuichiro Shirota, Takaaki Nara. 1-5 [doi]
• Crestomics: Analyzing Carotid Plaques in the Crest-2 Trial with a New Additive Classification ModelPranav Kulkarni, Brajesh K. Lal, Georges Jreij, Sai Vallamchetla, Langford Green, Jenifer Voeks, John Huston, Lloyd J. Edwards, George Howard, Bradley A. Maron, Thomas G. Brott, James F. Meschia, Florence X. Doo, Heng Huang 0001. 1-4 [doi]
• Spatio-Temporal Continuous Fetal Body Atlas Via Latent-Conditioned Implicit Neural RepresentationXiao Wang, Jiangjie Wu, Xuanyu Tian, Taotao Sun, Hongjiang Wei, Yuyao Zhang 0005. 1-5 [doi]
• MR-IQ Metric: A New Reference-Free Metric for Quantitative Preclinical MR Image Quality AssessmentGeorgia Kanli, Selma Boudissa, Salah Gamizi, Valérie Palissot, Radovan Jirík, Olivier Keunen. 1-5 [doi]
• Label Brain Transplant: Utilizing Incomplete Manual Segmentations to Boost Deep Learning GeneralizationArmina Fani, Isabelle Le, Mike Doan, Karen Uba, Jocelyne Bachevalier, Sarah Shultz, Vince D. Calhoun, Sergey M. Plis. 1-4 [doi]
• Cross-Modal Fine-Tuning of 3D Convolutional Foundation Models for ADHD Classification with Low-Rank AdaptationJyun-Ping Kao, Shinyeong Rho, Shahar Lazarev, Hyun-Hae Cho, Fangxu Xing, Taehoon Shin, C. C. Jay Kuo, Jonghye Woo. 1-4 [doi]
• Strict Quadratically-Constrained Parallel Transmit Design with Unrolled Homeomorphic ProjectionJunno Yun, Toygan Kilic, Jürgen Herrler, Patrick Liebig, Kâmil Ugurbil, Mehmet Akçakaya. 1-5 [doi]
• DINOv2-Enhanced Dual-View Unimatch for Joint Carotid Plaque Segmentation and ClassificationYue Qi, Lei Mou, Zheng Li, Xin Han. 1-4 [doi]
• Graph-Fista-Net: An Interpretable Graph Unrolling Network for Fast Compressed Sensing MRIC. J. Aromal, Sumit Datta. 1-4 [doi]
• Hybrid Diffusion Model for Breast Ultrasound Image AugmentationFarhan Fuad Abir, Sanjeda Sara Jennifer, Niloofar Yousefi 0001, Laura J. Brattain. 1-4 [doi]
• Protostage-NET: A Clinically Guided Foundation Model With Prototypical Learning for Automated Amd Grading From Oct ImagesMohamed Elsharkawy, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud 0001, Mohammed Ghazal, Ashraf Khalil, Wei Wang, Ayman El-Baz. 1-4 [doi]
• A Unified Deep Learning Pipeline for Placental Morphometric and Phenotypic Mapping in Gestational DiabetesYi Fang, Lara Morley, Abigail Byford, Karen Forbes, Nigel Simpson, Arash Rabbani. 1-5 [doi]
• Neural Flexibility in Timescale-Aligned Brain Network Amplitude Dynamics Reveals Sex-Specific Differences and Supports Cognition in Late ChildhoodAline Kotoski, Sir-Lord Wiafe, Tülay Adali, Vince D. Calhoun. 1-4 [doi]
• HyLLM: A RAG-Based Large Language Model Framework for Phenotype-Guided Reasoning in Hypertensive ManagementMohanad Alkhodari, Prenali D. Sattwika, Nick Wilmes, Vadir Baktash, Winok Lapidaire, Paul Leeson, Turkay Kart. 1-5 [doi]
• Synthetic Volumetric Data Generation Enables Zero-Shot Generalization of Foundation Models in 3D Medical Image SegmentationSatrajit Chakrabarty, Sourya Sengupta, Gopal Avinash, Ravi Soni. 1-5 [doi]
• Hospital-Specific Bias in Patch-Based Pathology ModelsMengliang Zhang. 1-4 [doi]
• Explaining Digital Pathology Models Via Clustering ActivationsAdam Bajger, Jan Obdrzálek, Vojtech Kur, Rudolf Nenutil, Petr Holub, Vít Musil, Tomás Brázdil. 1-5 [doi]
• Foundation Model Enhanced Hierarchical Learning for White Blood Cell ClassificationFan Xiao, Zirui Chen, Jilan Xu, Junlin Hou. 1-4 [doi]
• Deep Diffusion Models for Subject-Specific Sar Estimation in 10.5 T Magnetic Resonance ImagingJavier Hernandez-Rubia, Candela Chinchilla-Sicilia, Blanca Rodriguez-Gonzalez, Alireza Sadeghi-Tarakameh, Yigitcan Eryaman, Sydney N. Williams, Angel Torrado-Carvajal. 1-4 [doi]
• Beyond the Monitor: Mixed Reality Visualization and Multimodal AI for Enhanced Digital Pathology WorkflowJai Prakash Yadav Veerla, Partha Sai Guttikonda, Helen H. Shang, Mohammad Sadegh Nasr 0001, César Torres 0001, Jacob M. Luber. 1-5 [doi]
• A Geometric Multimodal Foundation Model Integrating BP-MRI and Clinical Reports in Prostate Cancer ClassificationJuan A. Olmos, Antoine Manzanera, Fabio Martínez. 1-4 [doi]
• A Pair-Weighing Strategy for Enhancing Clip Zero-Shot Classification for Chest X-RaysIbrahim Altufayli, Massimiliano Ciranni, Carlo Alberto Barbano, Vittorio Murino, Vito Paolo Pastore. 1-4 [doi]
• CTest-Metric: A Unified Framework to Assess Clinical Validity of Metrics for CT Report GenerationVanshali Sharma, Andrea Mia Bejar, Gorkem Durak, Ulas Bagci. 1-5 [doi]
• A Pipeline for DTI Indices and Connectivity Analysis Applied to a Longitudinal Multiple Sclerosis CohortLiwei Zhou, Zhangxing Bian, Jinwei Zhang, Blake E. Dewey, Shiv Saidha, Peter A. Calabresi, Aaron Carass, Jerry L. Prince. 1-5 [doi]
• Lasagna-U-Net: Revisiting U-Shape Architecture for Histopathology Image SegmentationJunlai Qiu, Yunzhu Chen, Jiaqi Zhao, Yawen Huang, Fubo Wang, Yuexiang Li. 1-4 [doi]
• Image Synthesis and Transfer Learning for Estimating Multi-Modal Brain Registration ErrorLeandro Nascimento, Quentin François, Bertrand Duplat, Sinan Haliyo, Isabelle Bloch. 1-5 [doi]
• SAM-TXD: SAM with Text-Guided Diffusion for Refined Medical Image SegmentationSeunghee Yoo, Junghyo Sohn, Kwanseok Oh, Heung-Il Suk. 1-5 [doi]
• Bias-Aware Conformal Prediction for Metric-Based Imaging PipelinesMatt Y. Cheung, Tucker J. Netherton, Laurence E. Court, Ashok Veeraraghavan, Guha Balakrishnan. 1-5 [doi]
• Real-Time Camera-Based Heart Rate Estimation System Using Deep Learning on Edge DeviceChiquita Ahsanunnisa, Fariska Z. Ruskanda, Robithoh Annur, Rinaldi Munir, Nur Ahmadi. 1-4 [doi]
• Freqformer: Frequency-Aware Single Image Super Resolution Network for Biomedical HSINour Aburaed, Marouane Tliba, Muzammil Behzad, Taifour Yousra, Aladine Chetouani, Azeddine Beghdadi, Faouzi Alaya Cheikh, Rachid Jennane. 1-5 [doi]
• AICM: An Anatomical-Prior Integrated Conditional Consistency Model for Self-Supervised MRI Through-Plane Super-ResolutionKaifeng Pang, Qi Miao, Alex Ling Yu Hung, Changsuk Oh, Kai Zhao 0012, Qiudi He, Marcel Dominik Nickel, Fei Han, Kyunghyun Sung. 1-5 [doi]
• The Retinal-Glycemic Link: Using Retinal Imaging to Explore Glycemic VariabilityWai Tak Lau, Aruzhan Abil, Bill Chen, Jedrzej Golebka, Jessilyn Dunn, Ahmed A. Metwally, Kaveri A. Thakoor. 1-5 [doi]
• GLUS: Guidance Loss Driven Plug-and-Play Diffusion for Ultrasound Image Super-ResolutionXuan Hieu Le, Denis Kouamé, Duong-Hung Pham. 1-4 [doi]
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• Abdominal Cone-Beam CT Visual Quality Enhancement Using 2.5D Conditional Diffusion ModelDongGyu Hwang, San Lee, Boah Kim. 1-5 [doi]
• Adaptive Gate-Aware Mamba Networks for Magnetic Resonance FingerprintingTianyi Ding, Hongli Chen, Yang Gao 0030, Feng Liu 0005, Martijn A. Cloos, Hongfu Sun. 1-4 [doi]
• Shape-Guided Self-Supervised Learning for Intracranial Aneurysm SegmentationWoohyun Jeong, Suhyun Ahn, Jinah Park. 1-5 [doi]
• Tri-Modality Transformer for Denoising: An Application to Rodent Sordino FMRIWeiran Xia, Dan Hu 0004, Sheng Song, Yen-Yu Ian Shih, Li-Ming Hsu, Gang Li 0001. 1-5 [doi]
• A Unified Brain Extraction Framework Powered by Structure-Intensity Disentanglement-Based Data AugmentationXiaoye Li, Shijie Huang, Yulin Wang, Zifeng Lian, Jiameng Liu, Kaicong Sun, Dinggang Shen. 1-5 [doi]
• Improving Fairness in Vision Language Models for Medical Applications via Max Deviation PenaltyKavindya Imbulgoda, Ruwan B. Tennakoon, Steven Korevaar, Weiqin Chuah, Alireza Bab-Hadiashar. 1-5 [doi]
• Assessing AI Polyp Detection Delay Using TrackletsSamuel Gussman-Toh, Wei-Chung Cheng, Nicholas Petrick, Feng Yang. 1-4 [doi]
• A Unified Transformer Architecture for 3D MSI-H&E FusionHassan Imani, Niladri Das, Iain B. Styles. 1-5 [doi]
• REG-TTR, Test-Time Refinement for Fast, Robust and Accurate Image RegistrationLin Chen, Yue He, Fengting Zhang, Yaonan Wang, Fengming Lin, Xiang Chen, Min Liu. 1-5 [doi]
• BASSL-MI: Batch-Agnostic Self-Supervised Learning Uncovers Clinically Relevant Tumor Niches in Multiplexed ImagingAlexander Lin, Shunxing Bao, Ken S. Lau, Simon N. Vandekar, Daniel Moyer, Qi Liu 0024, Siyuan Ma. 1-5 [doi]
• Deep Vortography: Intracardiac Vortex Analysis Using Color DopplerClara Cousteix, Nadège Singaye, Hang Jung Ling, Pierre-Yves Courand, Carole Frindel, Damien Garcia. 1-4 [doi]
• Anatomical Context Improves Multi-Class Liver Tumor Classification Under Severe Class Imbalance: A Statistical Validation StudyTalha Waqas, Mounir Lahlouh, Sébastien Mulé, Yasmina Chenoune-Leroul. 1-5 [doi]
• Geometric Deep Learning Model of Left Atrial Geometry and Conduction Velocity in Atrial FibrillationThalia Seale, Alexander J. Sharp, Abhirup Banerjee. 1-4 [doi]
• Detecting Rare Cortical Connectivity Around the Human Central Sulcus: A Deep Learning Analysis of 37,000+ TractographiesCristobal Mendoza, Nabil Vindas, Joël Chavas, Julien Laval, Antoine Dufournet, Pamela Guevara, Vincent Frouin, Denis Rivière, Jean-François Mangin. 1-5 [doi]
• Brain Disease Diagnosis Via Integration of Topological Features and Class PrototypesYinyu Lan, Xiao Zhang. 1-5 [doi]
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• PCA-Enhanced Probabilistic U-Net for Effective Ambiguous Medical Image SegmentationXiangyu Li, Chenglin Wang, Qiantong Shen, Fanding Li, Wei Wang 0169, Kuanquan Wang, Yi Shen 0001, Baochun Zhao, Gongning Luo. 1-5 [doi]
• Wavelet-Based Scale-Wise Functional Connectivity Revealed Modulations Due to a $\beta$-Tau Proteins in Alzheimer's DiseaseGiorgio Dolci, Enrico Zorzi, Virginia Filippi, Silvia Saglia, Lorenza Brusini, Ilaria Boscolo Galazzo, Gloria Menegaz. 1-4 [doi]
• Ranking Xai Methods for Head and Neck Cancer Outcome PredictionBaoqiang Ma, Djennifer K. Madzia-Madzou, Rosa C. J. Kraaijveld, Jin Ouyang. 1-4 [doi]
• Hypernetwork-Based Adaptive Aggregation for Multimodal Multiple-Instance Learning in Predicting Coronary Calcium DebulkingKaito Shiku, Ichika Seo, Tetsuya Matoba, Rissei Hino, Yasuhiro Nakano, Ryoma Bise. 1-5 [doi]
• Weakly Supervised Concept Learning with Class-Level Priors for Interpretable Medical DiagnosisMd Nahiduzzaman, Steven Korevaar, Alireza Bab-Hadiashar, Ruwan B. Tennakoon. 1-5 [doi]
• Magnetic Resonance Elastography: Predicting Brain Stiffness in Parkinson's Disease Patients From Multidimensional Diffusion MriEdoardo Paccagnella, Félix Nieto-del-Amor, Christoffer Olsson, Jingru Fu, Sarah Vandenbulcke, Sanna Persson, Mikael Skorpil, Per Svenningsson, Rodrigo Moreno. 1-4 [doi]
• Learning to Reason About Rare Diseases Through Retrieval-Augmented AgentsHa-Young Kim, Jun Li, Ana Beatriz Solana, Carolin M. Pirkl, Benedikt Wiestler, Julia A. Schnabel, Cosmin I. Bercea. 1-5 [doi]
• A Source-Free Segmentation Quality Estimation of a Model Adapted to a New DomainIdo Nahum, Rotem Nizhar, Jacob Goldberger. 1-5 [doi]
• Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion ModelingYiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang, Guillaume Sallé, Xin Gao. 1-4 [doi]
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• A Dirichlet Distribution-Based Trust-Adaptive Ensemble Approach for Pneumonia Classification from Chest X-Ray ImagesWissam Harib, Shereen Fouad, Taha F. Mahmoud. 1-4 [doi]
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• Analyzing Model Misspecification in Quantitative MRI: Application to Perfusion ASLJiachen Wang, Jonathan I. Tamir, Adam Bush. 1-5 [doi]
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• Bridging Modalities: Joint Synthesis and Registration Framework for Aligning Diffusion MRI with T1-Weighted ImagesXiaofan Wang, Junyi Wang, Yuqian Chen, Lauren J. O'Donnell, Fan Zhang. 1-5 [doi]
• TAPE: A Two-Stage Parameter-Efficient Adaptation Framework for Foundation Models in OCT-OCTa AnalysisXiaofei Su, Zengshuo Wang, Minghe Sun, Xin Zhao, Mingzhu Sun. 1-5 [doi]
• SonoYOLO + MedSAM2: A Pipeline for Automatic Detection and Segmentation of Regions of Interest in Cardiac Ultrasound VideosIraj Shroff, Yuyan Ge, René Vidal. 1-5 [doi]
• Fast, Unsupervised Framework for Registration Quality Assessment of Multi-Stain Histological Whole Slide PairsShikha Dubey, Patricia Raciti, Kristopher Standish, Albert Juan Ramon, Erik Ames Burlingame. 1-5 [doi]
• Predicting Post-Stenting Outcomes Using Self-Supervised 3D Vision Transformers in Intravascular OCTJuhwan Lee, Justin Namuk Kim, Ammar Hoori, Luis A. P. Dallan, Gabriel T. R. Pereira, Bernardo Cortese, David L. Wilson. 1-4 [doi]
• ATRI-Net: A Multimodal and Multifocal Fusion Network for Embryo Euploidy PredictionShuangyi Tan, Zhijia Liang, Ming Li, Sibei Yang, Zhen Li, Qingyun Mai, Guanbin Li. 1-5 [doi]
• Multi-Class Transcompletion: Geometric Deep Learning for Four-Chamber Cardiac Reconstruction From Cine MRIZhengda Ma, Abhirup Banerjee. 1-4 [doi]
• Log Focal Frequency Loss for Bioimage RestorationXingjian Zhang, Claire Leclech, Louison Blivet-Bailly, Abdul I. Barakat, Elsa D. Angelini. 1-5 [doi]
• Unified Ultrasound Intelligence Toward an End-to-End Agentic SystemChen Ma, Yunshu Li, Junhu Fu, Shuyu Liang, Yuanyuan Wang 0001, Yi Guo. 1-5 [doi]
• Multi-View EEG-to-Image Generation via Wasserstein Distance-Guided Adversarial Feature AlignmentAbhishek Rathore, Arnav Bhavsar. 1-5 [doi]
• Hierarchical Multi-Scale Graph Learning with Knowledge-Guided Attention for Whole-Slide Image Survival AnalysisBin Xu, Yufei Zhou, Boling Song, Jingwen Sun, Yang Bian, Yikai Chen, Cheng Lu, Ye Wu, Jianfei Tu, Xiangxue Wang. 1-4 [doi]
• Parallel Route Coherent Mixup Deep Learning for Single Source to Multi-Domain Generalized Prostate Cancer Segmentation for Mr Guided Adaptive RadiotherapyJosiah Simeth, Sudharsan Madhavan, Andreas Wibmer, Daniel Gorovets, Sean McBride, Himanshu Nagar, Victoria Brennan, Neelam Tyagi, Harini Veeraraghavan. 1-5 [doi]
• Human Brain Excitation-Inhibition Balance Through Fmri Dynamics: Estimators and in-Vivo ValidationFrancesca Saviola, Matilde Bisi, Asia Ferrari, J. Karolis Degutis, Stefano Tambalo, Michael V. Lombardo, Jorge Jovicich, Dimitri Van De Ville. 1-5 [doi]
• Deep Learning for Cardiac TMP Imaging: A Physics-Informed Data Augmentation ApproachGuojun Du, Zihan Wang, Huafeng Liu. 1-4 [doi]
• MMA-Former: Multi-Window Mixture-of-Head Attention Transformer for Adaptive PNI Prediction in 3D MRIYoungung Han, Induk Um, Kyeonghun Kim, Junga Kim, Hyunsu Go, Jaewon Jung, Nam-Joon Kim, Woo Kyoung Jeong, Won-jae Lee, Pa Hong, Ken Ying-Kai Liao, Hyuk-Jae Lee. 1-5 [doi]
• Seeing Beyond the Image: ECG and Anatomical Knowledge-Guided Myocardial Scar Segmentation from Late Gadolinium-Enhanced ImagesFarheen Ramzan, Yusuf Kiberu, Nikesh Jathanna, Meryem Jabrane, Vicente Grau, Shahnaz Jamil-Copley, Richard H. Clayton, Chen Chen 0042. 1-5 [doi]
• Deep Learning Analysis of Tumor-Infiltrating Lymphocyte, High Endothelial Venule, and Tertiary Lymphoid Structures in Breast Cancer Histopathology Whole Slide ImagingHongxuan Tan, On Ki Tang, Chi Wai Lou, Conrad H. C. Lee, Wai-Ki Wong, Ngou Men Wong, Scotty Kwok, Julia Y. S. Tsang, Ronald C. K. Chan, Gary M. Tse. 1-5 [doi]
• High-Fidelity 3D CT Super-Resolution on Real-Paired Datasets with Adaptive Interpolation and Feature ConsistencyDingfu Huang, Wang Bo, Shaohua Kevin Zhou. 1-5 [doi]
• DAPS: Diffusion-Based and Anatomical Prior-Guided CT Synthesis for Pet Attenuation CorrectionChen Huang, Pujin Cheng, Li Lin, Zheng Gu, Xiaoying Tang 0001. 1-5 [doi]
• Uncertainty-Aware Image Classification in Biomedical Imaging Using Spectral-Normalized Neural Gaussian ProcessesUma Meleti, Jeffrey J. Nirschl. 1-4 [doi]
• Demist: Decoupled Multi-Stream Latent Diffusion for Quantitative Myelin Map SynthesisJiacheng Wang 0007, Hao Li 0108, Xing Yao, Ahmad Toubasi, Taegan Vinarsky, Caroline Gheen, Joy Derwenskus, Chaoyang Jin, Richard Dortch, Junzhong Xu, Francesca Bagnato, Ipek Oguz. 1-5 [doi]
• Segment Anything Model With Refined-Prompts for Multimodal Cross-Data Few-Shot Medical Image SegmentationBhumika Adhya, Saptarshi Pani, Irina I. Shpakovskaya, Dmitry I. Kaplun, Ram Sarkar. 1-4 [doi]
• Covariance Descriptors Meet General Vision Encoders: Riemannian Deep Learning for Medical Image ClassificationJosef Mayr, Anna Reithmeir, Maxime Di Folco, Julia A. Schnabel. 1-5 [doi]
• Phase-Correction Strategies for Physics-Driven Deep Learning Reconstruction of Accelerated Non-Cartesian Multi-Echo fMRIMahdi Saberi, Zidan Yu, Christoph Rettenmeier, V. Andrew Stenger, Mehmet Akçakaya. 1-4 [doi]
• Self-Supervised Bayesian Denoising Using a Poisson Noise ModelTijmen H. de Wolf, Julie Nonnekens, Ihor Smal. 1-4 [doi]
• QwenCLIP: Boosting Medical Vision-Language Model Pretraining via LLM Embeddings and Prompt TuningXiaoyang Wei 0004, Camille Kurtz, Florence Cloppet. 1-5 [doi]
• Riva Cytology Classification and Detection: A Lesson on How "None of Us is as Smart as All of Us"Chris Kang, Vibujithan Vigneshwaran, Nils D. Forkert. 1-4 [doi]
• Comprehensive Attention Networks for Cell Segmentation Using Numerical IntegrationNikomidisz Eftimiu, Michal Kozubek 0001. 1-5 [doi]
• Progidiff: Prompt-Guided Diffusion-Based Medical Image SegmentationYuan Lin, Murong Xu, Marc Hölle, Chinmay Prabhakar, Andreas K. Maier, Vasileios Belagiannis, Bjoern Menze, Suprosanna Shit. 1-5 [doi]
• Coordinative Learning with Ordinal and Relational Priors for Volumetric Medical Image SegmentationHaoyi Wang. 1-5 [doi]
• Towards Causality-Aware Modeling for Multimodal Brain-Muscle InteractionsFarwa Abbas, Wei Dai 0001, Zoran Cvetkovic, Verity M. McClelland. 1-4 [doi]
• A Calibrated Memorization Index (MI) for Detecting Training Data Leakage in Generative MRI ModelsYash Deo, Yan Jia 0008, Toni Lassila, Victoria J. Hodge, Alejandro F. Frangi, Chenghao Qian, Siyuan Kang, Ibrahim Habli. 1-5 [doi]
• Task-Aware Functional Hypergraph Learning for Brain State Classification via Information BottleneckMingyang Xia, Yonggang Shi. 1-5 [doi]
• BEAT-SSL: Capturing Local ECG Morphology Through Heartbeat-Level Contrastive Learning with Soft TargetsMuhammad Ilham Rizqyawan, Peter Macfarlane, Stathis Hadjidemetriou, Fani Deligianni. 1-5 [doi]
• Beyond AUROC: Evaluating Temporal Stability, False-Positive Load, and Uncertainty Calibration in Capsule Endoscopy Video AIAnonymous Authors. 1-4 [doi]
• Population-Prior-Assisted Implicit Neural Representations for Instance-Specific Unsupervised Accelerated Mri ReconstructionChushu Shen, Hengjie Liu, Dan Ruan, Debiao Li. 1-5 [doi]
• MMC-Net: A Novel Deep Learning Architecture for Myopic Maculopathy Classification with Hierarchical Attention MechanismsXue Wu, Chengxu Pan, Lin Chen, Chengjia Liu, Weifang Zhu. 1-4 [doi]
• Physics-Informed Spatial-Scaling Transformer for Accelerated MRI ReconstructionValiyeh Ansarian Nezhad, Tolga Çukur. 1-5 [doi]
• Otoscopy AI: Deeply Supervised Attention for Otoscopic Image SegmentationHoang Le, Quang Do, Thang Nguyen, Hang Nguyen. 1-4 [doi]
• Multi-Method Explainability for Similarity Assessment in AI-Denoised PET ImagingMélanie Champendal, Théo Coutaudier, Daphné Faist, Maeva Ryser, Joshua D. Schaefferkoetter, Maurizio Conti, Mario Jreige, Adrien Depeursinge, Lluis Borras Ferris, Cláudia Sá Dos Reis, John O. Prior, Henning Müller, Ricardo Ribeiro. 1-4 [doi]
• Shape-Aware Multi-Task Instance Segmentation for Tubules in Renal HistologyMeryem Sikouky, Giorgio Toni, Francesco Ponzio, Damien Ambrosetti, Xavier Descombes. 1-4 [doi]
• MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei SegmentationDominik Winter, Mai Bui 0001, Monica Azqueta-Gavaldon, Nicolas Triltsch, Marco Rosati, Nicolas Brieu. 1-5 [doi]
• Frequency-Aware Spatiotemporal Modeling With Cross-Frequency Attention for Echocardiography Left Ventricle SegmentationXiaodi Li, Hongxu Li, Sining Hu, Shuangtong Shao, Chaoguang Gong, Zhaolin Chen, Yue Hu 0003. 1-4 [doi]
• Hierarchical Frequency Regularization for Out-Of-Distribution Detection in Generative Models for Medical ImagesDaniela Herrera, Alexia Briassouli, Maurice van Keulen. 1-5 [doi]
• Uncertainty-Quantified and Explainable Age- and Sex-Aware Contrastive Learning for Knee Osteoarthritis ClassificationFengyi Gao, Farnaz Rezvani, Yushui Han, Michael Kann, Nickolas Littlefield, Hilal Maradit Kremers, Adolph J. Yates, Johannes F. Plate, Ahmad P. Tafti. 1-5 [doi]
• VAID: Valve Artifact Inpainting for Normal Pressure Hydrocephalus from a 3D MRI Diffusion ModelShimeng Wang, Shuwen Wei, Samuel W. Remedios, Jinwei Zhang, Blake E. Dewey, Ari M. Blitz, Mark G. Luciano, Aaron Carass, Jerry L. Prince. 1-5 [doi]
• AMIE : Affine-Attentive Matching and Interpretive Imprint Evaluation for Partial Fingerprint VerificationTsai-Chieh Chien, Ching-Te Chiu, Ned Lin, Ang Yu, Paul Lai, Daniel Chen, Chia-Yi Lin. 1-4 [doi]
• Potential of Masked Vision Transformer for Predicting Macrovascular Invasion on Liver CT Images: Graph-Based Association Analysis of Attention HeadsKengo Takahashi, Yuwen Zeng, Kei Ichiji, Zhang Zhang, Haoyang Liu, Issei Yoshizumi, Ryusei Inamori, Takuma Usuzaki, Noriyasu Homma. 1-5 [doi]
• Reconstruction of Absorption Coefficients for Quantitative Photoacoustic Tomography with Unsupervised Neural RepresentationYoushen xiao, Yiling Shi, Ruixi Sun, Yuyao Zhang 0005, Fei Gao 0010. 1-5 [doi]
• Trialign: Pathology-Aware a $\beta$-Pet Synthesis From MRI via Disentangled Anatomical, Pathological, and Modality AlignmentHongJie Yu, Kaicong Sun, Dinggang Shen. 1-4 [doi]
• Illuminating Uncertainty: A Trifocal Fine-Grained and Transformer-Like Axial Attention Framework for Pulmonary Vascular SegmentationShiyi Wang, Yingying Fang, Yuxuan Li, Yang Nan 0002, Simon Walsh, Guang Yang 0006. 1-5 [doi]
• Domain-Expert-Guided Hybrid Mixture-of-Experts for Medical AI: Integrating Data-Driven Learning With Clinical PriorsJinchen Gu, Nan Zhao, Lei Qiu, Lu Zhang. 1-4 [doi]
• Robust Circle of Willis ROI Extraction in MRA via Adaptive Landmark DetectionN. Mansouri, Romain Bourcier, Florent Autrusseau. 1-5 [doi]
• Clinalignnet: A Clinician-Interactive Framework for Faithful and Aligned Explainability in MRIDost Muhammad, Pinar Akdemir Ozisik, Ayse Keles, Iftikhar Ahmad 0004, Malika Bendechache. 1-5 [doi]
• Microstructure Informed Mamba Vision Masked Autoencoder for Personalized Brain Injury Detection from Diffusion MRIShuxin Cao, Tenglong Wang, Yazhe Zhai, Jiahao Yu, Jiaolong Qin, Ye Wu 0001. 1-4 [doi]
• Task-Agnostic Noisy Label Detection via Standardized Loss AggregationInhyuk Park, Doohyun Park. 1-5 [doi]
• Uncertainty Quantification for Multimodal Generation in Cancer AiSamiran Dey, Ruby Wood, Partha Basuchowdhuri, Sanjoy Kumar Saha 0001, Tapabrata Chakraborti. 1-5 [doi]
• ACE-Net: 3D VFM-CNN Fusion with Adaptive Covariance Eigen-Gate for Coronary Artery SegmentationCaixia Dong, Duwei Dai, Yu Wang, Guowei Dai 0001, Jiangbo Zhang, Wei Zeng. 1-5 [doi]
• RWKVFUSE: Parallel Encoders Network for Medical Image SegmentationAhmed AL Qurri, Mohammad Sabih, Mohamed Almekkawy. 1-5 [doi]
• On the Robustness of Foundational 3D Medical Image Segmentation Models Against Imprecise Visual PromptsSoumitri Chattopadhyay, Basar Demir, Marc Niethammer. 1-5 [doi]
• Multi-Stage Fine-Tuning of Pathology Foundation Models with Head-Diverse Ensembling for White Blood Cell ClassificationAntony M. Gitau, Martin Paulson, Bjørn-Jostein Singstad, Karl Thomas Hjelmervik, Ola Marius Lysaker, Veralia Gabriela Sánchez. 1-5 [doi]
• A Unified Multi-Task Learning Framework for Ultrasound Image AnalysisHongshun Ling, Jinjing Wu, Shao Tong, Li Zhang. 1-4 [doi]
• Clinical Interpretability of Deep Learning Segmentation Through Shapley-Derived Agreement and Uncertainty MetricsTianyi Ren, Daniel Low, Pittra Jaengprajak, Juampablo Heras Rivera, Jacob Ruzevick, Mehmet Kurt. 1-5 [doi]
• Physics-Informed Neural Networks with Embedded Shape Priors for Ultrasound Image SegmentationKaan Sel, Roozbeh Jafari. 1-5 [doi]
• F2FD-TTT: Test-Time Training with Self-Supervised Fourier-to-Fourier Denoising for Membrane Segmentation in Cryo-ET TomogramsDiyor Khayrutdinov, Simon Wiedemann, Reinhard Heckel. 1-5 [doi]
• Adaptive Multi-Scale Graph Transformer Framework for Histopathological ImagesChun-I Wu, Kalyan Banda, Elizabeth M. Swisher, Heba Sailem. 1-5 [doi]
• Leveraging Simulscan to Understand Central Control of Speech and SwallowingBradley P. Sutton, Lade Adetula, Anthony Bosshardt, Charles Marchini, Jiyoon Kim, Ching-Hsuan Peng, Yibo Zhao 0004, Zhongming Liu, Georgia A. Malandraki. 1-4 [doi]
• Uncertainty-Guided Multi-Task Consistency for Semi-Supervised Carotid Plaque Segmentation and Vulnerability AssessmentMahesh Raveendranatha Panicker, Rudra Sainatha, Gopika Gopikrishnan, Somashekhar Dehury. 1-4 [doi]
• Bonnet: Ultra-Fast Whole-Body Bone Segmentation from CT ScansHanjiang Zhu, Pedro Martelleto Rezende, Zhang Yang, Tong Ye, Bruce Z. Gao, Feng Luo, Siyu Huang, Jiancheng Yang. 1-4 [doi]
• MAE-SAM2: Mask Autoencoder-Enhanced SAM2 for Clinical Retinal Vascular Leakage SegmentationXin-xing, Irmak Karaca, Amir Akhavanrezayat, Samira Badrloo, Quan Dong Nguyen, Mahadevan Subramaniam. 1-5 [doi]
• Generative AI for Overcoming Rf Data Inaccessibility in Quantitative Ultrasound ImagingNasrin Sheibani-Asl, Gregory J. Czarnota, Ali Sadeghi Naini. 1-4 [doi]
• MR-Derived Skeletal Muscle Features as Predictors of Diabetes Risk in the German National CohortMarius Winter, Lena Kiefer, Bin Yang 0009, Fabian Bamberg, Fritz Schick. 1-5 [doi]
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• TopoGate: Quality-Aware Topology-Stabilized Gated Fusion for Longitudinal Low-Dose CT New-Lesion PredictionSeungik Cho. 1-5 [doi]
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• A Semi-Supervised Cascaded Dual-Model Framework for Carotid Plaque Segmentation and Vulnerability AssessmentLei Wang, Kexu Long, Changqin Yan, Bo Zhai, Kundong Mo, Feng Wei, Chenzi Wang. 1-5 [doi]
• Integrating Population and Individual Brain Network with Mixture-of-Experts for Mild Cognitive Impairment StudyJing Zhang, Yanjun Lyu, Chao Cao, Minheng Chen, Tong Chen, Li Su, Tianming Liu 0001, Dajiang Zhu. 1-4 [doi]
• Ranking-Guided Semi-Supervised Domain Adaptation for Severity ClassificationShota Harada, Ryoma Bise, Kiyohito Tanaka, Seiichi Uchida. 1-5 [doi]
• LAPVT: Local Attention-Guided Pyramid Vision Transformers for Retinal Disease ClassificationAssam Albaqami, Mohammed Alnemari, Kaled Alotaibi, Abdullatef Alboalawi, Ibrahim Abdelhalim, Mohamed Elsharkawy. 1-5 [doi]
• Tissue Aware Nuclei Detection and Classification Model for Histopathology ImagesKesi Xu, Eleni Chiou, Laura Acqualagna, Nasir M. Rajpoot. 1-5 [doi]
• X-Plain: Vision-Language Knowledge Distillation for Interpretable Chest X-Ray DiagnosisSupriyo Sadhya, Xiaojun Qi 0001. 1-5 [doi]
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• How Important are Inter-Dataset Interactions for Large Scale Analysis of FMRI Data: A Multi-Dimensional ComparisonClément Cosserat, Lucas Gois, Emilie Chouzenoux, Vince D. Calhoun, Tülay Adali. 1-5 [doi]
• Universal RL-INR: A Batch-Trained Implicit Neural Representation for Unsupervised Temporal Deconvolution in TOF-PETXuhui Feng, Chengkai He, Yuya Onishi, Ryosuke Ota, Huafeng Liu. 1-4 [doi]
• MEDLEY: Orchestrating Imperfect Segmentation Through Physics-Aware Multi-Tool Curation for Infant Brain MRIIsabelle Le, Jocelyne Bachevalier, Sarah Shultz, Vince D. Calhoun, Sergey M. Plis. 1-4 [doi]
• Boltzmann-Inspired Model for FMRI Time-Series ClassificationJoseph Van Duyn, Pavel Popov, Armin Iraji, Yang Liu, Zening Fu, Vince D. Calhoun, Sergey M. Plis, Alex Fedorov. 1-5 [doi]
• Making 3D Diffusion Easier: Autocalibration-Signal-Conditioned Diffusion Model for Dynamic Mri ReconstructionZi Wang, Liutao Yang, Fanwen Wang, Yinzhe Wu 0001, Zhenxuan Zhang, Ling Huang, Guang Yang 0006. 1-4 [doi]
• Structure-Augmented Standard Plane Detection with Temporal Aggregation in Blind-Sweep Fetal UltrasoundKeli Niu, He Zhao 0002, Qianhui Men. 1-5 [doi]
• Resmscam-FFT Net: Residual Multi-Scale Channel Attention Module with Fast Fourier Transform Network for Cardiac SegmentationWenqing Jiang, Yoichi Kato, Hiroyasu Iwata. 1-5 [doi]
• Large-Scale Modality-Invariant Foundation Models for Brain Mri Analysis: Application to Lesion SegmentationPetros Koutsouvelis, Matej Gazda, Leroy Volmer, Sina Amirrajab, Kamil Barbierik, Branislav Setlák, Jakub Gazda, Peter Drotár. 1-4 [doi]
• Lesiontabe: Equitable AI for Skin Lesion DetectionRocio Mexia Diaz, Yasmin Greenway, Petru Manescu. 1-4 [doi]
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• Safm-Cta: Segmentation-Augmented Foundation Model for CT-to-CTA TranslationXiaoyu Ji 0001, Luyao Luo, Liyuan Zhang, He Fu, Yu Liu, Tao Liu, Pan Liu. 1-5 [doi]
• CGMD: Centrality-Guided Maximum Diversity for Annotation-Efficient Fine-Tuning of Pretrained Cell Segmentation ModelsEiram Mahera Sheikh, Alaa Tharwat, Constanze Schwan, Wolfram Schenck. 1-5 [doi]
• From Global Radiomics to Parametric Maps: A Unified Workflow Fusing Radiomics and Deep Learning for PDAC DetectionZengtian Deng, Yimeng He, Yu Shi, Lixia Wang, Touseef Ahmad Qureshi, Xiuzhen Huang, Debiao Li. 1-5 [doi]
• Beer-Lambert Autoencoder for Unsupervised Stain Representation Learning and Deconvolution in Multi-Immunohistochemical Brightfield Histology ImagesMark Eastwood, Thomas Alexander McKee, Zedong Hu, Sabine Tejpar, Fayyaz Minhas. 1-5 [doi]
• End-to-End Mandibular Reconstruction with Integrated Repositioning and Completion NetworksFeng Lu, Chenfan Xu, Jiacheng Sun, Chi Zhang, Min Zhu, Zhiming Cui 0001, Dinggang Shen. 1-5 [doi]
• UIGM: Segmentation-Constrained Flow Matching Model for Ultrasound Data AugmentationChang Xiao, Yingtai Li, Guohao Dong, Yaoxian Zou, Muqin Lin, Shaohua Kevin Zhou. 1-5 [doi]
• Monocular Depth Estimation with Guided Edge-Aware Attention for Endoscopic ImagesBashayer Abdallah, Shan-e-Ahmed Raza. 1-5 [doi]
• SpectroXAI: Quantitative Explainability Consistency for EEG-Based Spectrogram Imaging in Alzheimer's Disease ClassificationSukhpal Singh, Husanbir Singh Pannu, Poonam Saini. 1-4 [doi]
• Unsupervised Ultrasound Image Denoising with Monte Carlo Risk EstimationAshutosh Gupta 0008, Chandra Sekhar Seelamantula, Thierry Blu, Himanshu Shekhar, Nitant Dube, Shanmuganathan Raman. 1-4 [doi]
• Mitres-UNet: A Hybrid Encoder Framework with Evolutionary Feature Selection for Intracranial Aneurysm DetectionAn Hoang Nguyen, Fung Fung Ting, Bao Quoc Vuong, Chee-Ming Ting. 1-5 [doi]
• Patchsurg: Leveraging Synthetic Datasets for High-Fidelity Depth Estimation in SurgeryZiang Xu 0001, Chenyu Zhang, Jens Rittscher, Sharib Ali. 1-5 [doi]
• Investigating Label Bias and Representational Sources of Age-Related Disparities in Medical SegmentationAditya Parikh, Sneha Das, Aasa Feragen. 1-5 [doi]
• ScribPreDiff: Preference-Guided Latent-Alignment Diffusion for Scribble-Supervised Microscopy Instance SegmentationMiaoMiao Cai, Xiaoyu Liu 0006, Zhiwei Xiong. 1-5 [doi]
• Track, Measure, Evaluate: A Clinically Aligned Pipeline for Automatic Radiotherapy Response Assessment in Brain TumorsNauman Bashir Bhatti, Ali Sadeghi Naini. 1-4 [doi]
• Curriculum-Guided Myocardial Scar Segmentation for Ischemic and Non-Ischemic CardiomyopathyNivetha Jayakumar, Jonathan Pan, Shuo Wang, Bishow Paudel, Nisha Hosadurg, Cristiane C. Singulane, Sivam Bhatt, Amit R. Patel, Miaomiao Zhang 0002. 1-5 [doi]
• Rethinking 3D Small Object Segmentation: Comparative Insights Between nnU-Net and TransformersJianfei Liu, Vivek Batheja, Perry J. Pickhardt, Peter C. Grayson, Ronald M. Summers. 1-5 [doi]
• End-To-End Pet Image Reconstruction via a Posterior-Mean Diffusion ModelYiran Sun, Osama Mawlawi. 1-5 [doi]
• Enhancing Mammogram-Based Breast Cancer Prediction From Pretrained Vision-Language Models: the Role of Soft Prompts and Bidirectional FusionFareeha Sarwar, Nuno Miguel de Figueiredo Garrido, Margarida Silveira. 1-5 [doi]
• Cross-Attention Fusion of Structural and Deformation-Based Mri Features for Alzheimer's Disease ClassificationShijia Zhang, Xiyu Ding, Brian Caffo, Junyu Chen, Xinyi Zhang, Hadi Kharrazi, Zheyu Wang. 1-5 [doi]
• Mssanet: Multi-Scale Self-Attention Mechanism Network for Polyp SegmentationZiyang Zhu, Qi Zhang, Jia Gu, Runyang Jian, Chongyu Bao, Xuanke Zhang, Fengyong You. 1-5 [doi]
• Cardiac Output Prediction From Echocardiograms: Self-Supervised Learning with Limited DataAdson Duarte, Davide Vitturini, Emanuele Milillo, Andrea Bragagnolo, Carlo Alberto Barbano, Riccardo Renzulli, Michele Cannito, Federico Giacobbe, Francesco Bruno, Ovidio De Filippo, Fabrizio D'Ascenzo, Marco Grangetto. 1-4 [doi]
• CoPrimeEEG: CRT-Guided Dual-Branch Reconstruction from Co-Prime Sub-Nyquist EEGYanxuan Yu, Dong Liu, Ying Nian Wu. 1-5 [doi]
• Folding-Fiducial Geodesic Representation for Morphometric Similarity Networks in Neurodegenerative Disease CharacterizationMinheng Chen, Tong Chen, Chao Cao, Jing Zhang 0010, Li Su, Tianming Liu 0001, Dajiang Zhu. 1-4 [doi]
• Hierarchical Clustering for False Negative Aware Prototypical Contrastive Learning in HistopathologyLaetitia Rebiere, Aïna Venkatasamy, Thomas Lampert. 1-5 [doi]
• Segmentation-Based Image Manipulation for Interactive Counterfactual Explanations in Medical Image AnalysisHelena Montenegro, Jaime S. Cardoso 0001. 1-5 [doi]
• Feature Invariance Via Interpretable Ablation for Single-Source Domain Generalization in X-Ray Angiography SegmentationMohammad Z. Atwany, Mojtaba Lashgari, Abhirup Banerjee. 1-5 [doi]
• BrainSegNet: A Novel Framework for Whole-Brain MRI Parcellation Enhanced by Large ModelsYucheng Li, Xiaofan Wang, Junyi Wang, Yijie Li, Xi Zhu, Mubai Du, Dian Sheng, Wei Zhang, Fan Zhang. 1-5 [doi]
• Deep-GyralNet: Enabling Machine Learning in Gyral Folding Pattern Extraction on Cortical SurfaceChao Cao, Jiale Cheng, Minheng Chen, Jing Zhang, Tianming Liu 0001, Lu Zhang 0050, Dajiang Zhu, Gang Li 0001. 1-5 [doi]
• Efficient Statistical Shape Analysis of 3D Cell Surface with Deep Functional Map and Elastic Shape FlowRubin Li, Lin Li, Xuechen Zhang. 1-4 [doi]
• Annotation-Free Cerebrovascular Segmentation: A Synthetic Data Paradigm for TOF-MRA SegmentationJuntao Chen, Pengxiao Xu, Li Lin 0006, Pujin Cheng, Xiaoying Tang 0001. 1-5 [doi]
• TAR-Diff: Diffusion-Based Ultrasound Video Generation for Medical Diagnosis with Temporal Attention ResidualsJisu Kim, SeokHwan Oh, Hyeon-Min Bae. 1-5 [doi]
• Uncertainty-Aware Multimodal Fusion for Prognostic Prediction in Myelodysplastic SyndromesA. Basterra-García, I. Hernández-Abad, David Bermejo-Peláez, Benito Farina, M. Hidalgo, M. Gómez-Álvarez, A. Mendoza, D. Brau-Queralt, Juan E. Ortuño 0001, N. Déez, Andrés Santos, R. Ancos-Pintado, R. García-Vicente, María Linares, C. Benavente, J. Montoro, J. Martínez-López, Miguel A. Luengo-Oroz, María J. Ledesma-Carbayo. 1-4 [doi]
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• Semi-Supervised Fetal Echocardiography Segmentation and CHD ClassificationXin Fang, Xuwen Qiu, Xi Chen, Lyuyang Tong, Bo Du. 1-4 [doi]
• Hybrid Inception-VIT Networks for Fine-Grained Single-Cell Image ClassificationSaqib Nazir, Ardhendu Behera. 1-5 [doi]
• Effective Feature Learning for 3D Medical Registration via Domain-Specialized DINO PretrainingEytan Kats, Mattias P. Heinrich. 1-5 [doi]
• Dual-Domain Equivariant Generative Adversarial Network for Multimodal CT-Pet SynthesisGabriel Steele, Alzahra Altalib, Alessandro Perelli. 1-4 [doi]
• MedReason-R1: Learning to Reason for CT Diagnosis with Reinforcement Learning and Local ZoomYifan Li, Fenghe Tang, Yingtai Li, Shaohua Kevin Zhou. 1-5 [doi]
• MPD-CXR: Diffusion Model with Multi-Perspective Semantic Conditioning for Chest X-Ray Synthesis from ReportAvadhut Eknath Kabadi, Angshuman Paul. 1-5 [doi]
• SQET-MOE: Two-Stage Brain Age Estimation using Squeeze-and-Excitation Transformer and Mixture-of-ExpertsRizuki Oura, Koichi Ito 0001, Takafumi Aoki. 1-4 [doi]
• CGM-EEG: Cross-Gated Mamba for Spatio-Temporal Eeg Representation LearningEmil Kim, Jin-Kyu Gahm. 1-4 [doi]
• Transformer-Based Foundation Model for Universal Ultrasound Image AnalysisZhikai Yang, Junjie Hu, Félix Nieto-del-Amor, Guangyuan Li, Rodrigo Moreno. 1-4 [doi]
• Large-Scale Label Quality Assessment for Medical Segmentation Via a Vision-Language Judge and Synthetic DataYixiong Chen, Zongwei Zhou, Wenxuan Li, Alan L. Yuille. 1-5 [doi]
• Disease Progression and Subtype Modeling for Combined Discrete and Continuous Input DataSterre de Jonge, Elisabeth J. Vinke, Meike W. Vernooij, Daniel C. Alexander, Alexandra L. Young, Esther E. Bron. 1-4 [doi]
• Classifying Breast Composition by Applying Deep Learning to Microwave Images: A Feasibility StudyAnhela Francees, Peter Shmerko, Pedram Mojabi, Roberto Souza, Svetlana N. Yanushkevich, Elise C. Fear. 1-4 [doi]
• Identifying Digital Mammography Artifacts Through Interpretable Feature-Based Anomaly DetectionTahsin Rahman, Jason L. Granstedt, Jana G. Delfino, Aldo Badano, Seyed Kahaki. 1-4 [doi]
• PnP-SAF: A Plug-and-Play Semantic-Attribute Fusion Framework for Data-Efficient Medical Image DiagnosisShengqi Chen, Yi Huang, Haoran Liu, Wenbo Liu, Tao Deng. 1-5 [doi]
• Dual-Network Semi-Supervised Framework for Carotid Plaque Ultrasound AnalysisZejun Fu, Hongshun Ling, Jinjing Wu, Li Zhang. 1-4 [doi]
• Self-Supervised Vision Transformer for Surgical Phase Recognition in Endoscopic Submucosal DissectionGyanateet Dutta, Aya Hammad, Thomas Archer, Qi Dou 0001, Noor Mohammed, Sharib Ali. 1-5 [doi]
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• Semi-Supervised Learning for Congenital Heart Disease Prediction in Fetal EchocardiographyHaoyu Wu, Yujie Sun, Zexuan Fan, Xiaowu Sun. 1-4 [doi]
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• Poseidon: Portable Ocular Surface Evaluation with Integrated Design of Hardware and NetworkJuntao Qiu, Yaping Zhao, Yuxing Li, Allie Lee, Vincent Tam, Edmund Y. Lam. 1-4 [doi]
• A Deep Learning Framework for Glomeruli Segmentation with Boundary AttentionBehnaz Elhaminia, Catherine King, Jiaqi Lv, Lorraine Harper, Paul Moss, Owen Cain, Dimitrios Chanouzas, Shan-e-Ahmed Raza. 1-5 [doi]
• Data-Efficient Medical Segmentation Through Active Knowledge Distillation from a Sam TeacherYuchen Mao, Hongwei Li, Yuchen Pan, Giorgos Papanastasiou, Peng Qi, Yunjie Yang, Wei Pang 0001, Chengjia Wang. 1-4 [doi]
• DIFF-MAMBA: Efficient State-Space Modeling for End-To-End Ultrasound Video DiagnosisJinghan Yang, Tian Jie, Kun Wang. 1-5 [doi]
• Robust White Blood Cell Classification With Stain-Normalized Decoupled Learning and EnsemblingLuu Le, Hoang-Loc Cao, Ha-Hieu Pham, Thanh Huy Nguyen, Ulas Bagci. 1-4 [doi]
• Neuropsychiatric Deviations from Normative Profiles: An MRI-Derived Marker for Early Alzheimer Disease DetectionSynne Hjertager Osenbroch, Lisa Ramona Rosvold, Yao Lu, Alvaro Fernandez-Quilez. 1-5 [doi]
• Distribution-Based Brain Connectivity Graph Representations for ClassificationRazan Mhanna, Sophie Achard, Alexander Petersen, Jonas Richiardi. 1-4 [doi]
• An in Silico Study of Low-Intensity Focused Ultrasound Displacement Mapping with a 220 Khz Clinical Phased-Array TransducerRyan Holman, Tiago Oliviera, Stecia-Marie P. Fletcher, Allison Payne, Nathan McDannold. 1-4 [doi]
• CAC-GAN: High-Fidelity Synthesis of MRI Sequences Using Contrast-Aware CycleganRinku Sadh, Prabhat Ranjan, Angshuman Paul. 1-5 [doi]
• Non-Invasive 3D Wound Measurement with RGB-D ImagingLena Harkämper, Léo Lebrat, David Ahmedt-Aristizabal, Olivier Salvado, Mattias Heinrich, Rodrigo Santa Cruz. 1-4 [doi]
• A Novel Dual-Stream Framework for dMRI Tractography Streamline Classification with Joint dMRI and fMRI DataHaotian Yan, Bocheng Guo, Jianzhong He, Nir A. Sochen, Ofer Pasternak, Lauren J. O'Donnell, Fan Zhang 0013. 1-5 [doi]
• US-XAI: A Rag-Grounded Vision Language Model for Explainable Urinary Sediment ClassificationRyuichi Ohe, Tasuku Koyama, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye. 1-4 [doi]
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• MeGMA: A Multi-Level Graph Matching Framework for Gyral Hinge AlignmentQiyu Wang, Xiao Li, Yudan Ren, Zhibin He. 1-4 [doi]
• Context-Gated Cross-Modal Perception with Visual MAMBA for PET-CT Lung Tumor SegmentationElena Mulero Ayllon, LinLin Shen, Pierangelo Veltri, Fabrizia Gelardi, Arturo Chiti, Paolo Soda, Matteo Tortora. 1-4 [doi]
• Depression Detection Using Face Videos from Clinical InterviewsKa Pik Lee, Terumi Umematsu, Yousuke Takemura. 1-5 [doi]
• DBCoreset: A Density-Based Coreset Algorithm for Computationally Efficient Chest X-Ray DiagnosisJayant Mahawar, Angshuman Paul. 1-5 [doi]
• Prompt-Free Lightweight Sam Adaptation for Histopathology Nuclei Segmentation with Strong Cross-Dataset GeneralizationMuhammad Hassan Maqsood, Yanming Zhu 0001, Alfred Lam, Getamesay Haile Dagnaw, Xuefei Yin, Alan Wee-Chung Liew. 1-5 [doi]
• Intuitive Gradient Feedback: Continuous Ultrasound Scan Quality from Weak Expert Preferences for Probe GuidanceAdam McArthur, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko. 1-4 [doi]
• Radiomics-Integrated Deep Learning With Hierarchical Loss for Osteosarcoma Histology ClassificationYaxi Chen, Zi Ye, Shaheer U. Saeed, Oliver Yu, Simin Ni, Jie Huang, Yipeng Hu. 1-5 [doi]
• Multi-View Consistent Wound Segmentation with Neural FieldsRemi Chierchia, Léo Lebrat, David Ahmedt-Aristizabal, Yulia Arzhaeva, Olivier Salvado, Clinton Fookes, Rodrigo Santa Cruz. 1-5 [doi]
• Fast Gradient Methods for Data-Consistent Local Super-Resolution of Medical ImagesJunqi Tang, Guixian Xu, Jinglai Li. 1-5 [doi]
• Learning EEG Representations for Neural Abnormality Detection from Graph Encoded SequencesShreyasi Datta, Jayavardhana Gubbi, Arpan Pal 0001. 1-5 [doi]
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• Hybrid Resnet-Unetr for Semi-Supervised Fetal Cardiac Segmentation and CHD ClassificationRodrigo Medellin-Robles, Flavio Alfonso Juárez-Castro, Mohammad A. Bukhari. 1-5 [doi]
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• Attend What Matters: Leveraging Vision Foundational Models for Breast Cancer Classification Using MammogramsSamyak Sanghvi, Piyush Miglani, Sarvesh Shashikumar, Kaustubh Borgavi, Veenu Singla, Chetan Arora 0001. 1-4 [doi]
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• Weakly-Supervised Lung Nodule Segmentation in CT with One-Click AnnotationTianyi Qu, Dichao Liu, Ze Jin, Yuqiao Yang, Kenji Suzuki 0001. 1-4 [doi]
• Benchmark of H&E-to-Mif Virtual Staining in Digital PathologyGuillaume Balezo, Etienne Decencière, Albert Pla Planas, Thomas Walter 0003. 1-5 [doi]
• Self-Supervised Learning for Single Cell Large Scale NeuroimagingM. Giraud, H. Blanc, P. Mahou, G. Kaddour, C. Caporal, G. Le Dréau, Jean Livet, Emmanuel Beaurepaire, Anatole Chessel. 1-5 [doi]
• Knee Joint Registration Based on Chart and Learnable Superpoint MatchJunjie Wang, Lujian Zhang, Ziqi Li, Tianyu Fu, Yixin Zhou, Jian Yang 0003. 1-5 [doi]
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• Multi-Map Fusion for Weakly Supervised Disease Localization from Globally Assigned Diagnostic Labels in Brain MRISeoyoung Oh, Mélanie Pélégrini-Issac, Hélène Urien, Véronique Marchand-Pauvert, Jérémie Sublime. 1-5 [doi]
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• KOCOBrain: Kuramoto-Guided Graph Network for Uncovering Structure-Function Coupling in Adolescent Prenatal Drug ExposureBadhan Mazumder, Lei Wu 0013, Sir-Lord Wiafe, Vince D. Calhoun, Dong Hye Ye. 1-5 [doi]
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• Osteo-Net: Mask R-CNN Based Osteoclasts DetectorYeonsoo Chung, Seung-Hyun Hong, Frank C. Nichols, David W. Rowe, Dong-Guk Shin. 1-5 [doi]
• Diffusion Autoencoder for Unsupervised Artifact Restoration in Handheld Fundus ImagesMathumetha Palani, Kavya Puthumana, Ayantika Das, Ganapathy Krishnamurthi. 1-5 [doi]
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• Energyflow: A Physically Consistent Learning Framework for 3D Microscopy DeconvolutionYue Yang, Zhenxuan Zhang, Peiyuan Jing, Krinos Li, Guang Yang 0006. 1-4 [doi]
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• Handling Supervision Scarcity in Chest X-Ray Classification: Long-Tailed and Zero-Shot LearningHa-Hieu Pham, Hai Dang Nguyen, Thanh Huy Nguyen, Min Xu 0009, Ulas Bagci, Trung-Nghia Le, Huy-Hieu Pham. 1-4 [doi]
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• LIDSS: A Latent Information-Driven Dynamic Framework for Semi-Supervised Medical Image SegmentationYuan Yuan, Deping Zhang, Bingfeng Luo, Yaozhong Luo, Shaopeng Liu, Xu Lu. 1-5 [doi]
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• Semi-Supervised Carotid Plaque Segmentation with Multi-Scale Deep Supervision and Consistency Learning for Multi-View Vulnerable Plaque ClassificationLong Yang, Xiaoyin Chen, Bing Wang, Pengpeng Ou, Shaomin Niu, Peipei Zhang, Zeping Gao, Teng Ma. 1-5 [doi]
• Medical Small Object Detection Algorithm Based on Multi-Scale Frequency Domain Enhancement and Cross-Attention FusionQi Wang, Ge Yang. 1-5 [doi]
• An Efficient Framework for Long-Tailed and Multi-Label Classification on Chest X-RaysHuy Le Pham, Khoa Ha Anh, Nguyen-Thanh-Thao Vo, Ky Trung Nguyen, Chau Ly Thi Huyen, Hien Q. Ta, Thang Doan Van. 1-4 [doi]
• Super-Resolution MRI Using Latent Fusion and Flow MatchingYunzhi Xu, Li Zhao. 1-5 [doi]
• AI Generalisation Gap in Comorbid Sleep Disorder StagingSaswata Bose, Suvadeep Maiti, Shivam Kumar Sharma, S. Mythirayee, Tapabrata Chakraborti, Srijitesh Rajendran, Raju S. Bapi. 1-4 [doi]
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• SLD: Segmentation-Based Landmark Detection for Spinal LigamentsLara Blomenkamp, Ivanna Kramer, Sabine Bauer 0001, Theresa Schöche. 1-5 [doi]
• Pathology-Centric Region Exchange: Joint Carotid Plaque Segmentation and Vulnerability Assessment in UltrasoundXuanqi Huang, Bodong Du, Xinrui Zhou, Xiaomeng Li. 1-5 [doi]
• Two-Stage 3D Coronary Artery Segmentation via Multi-View Attention and UA-Mamba RefinementDan Pan, Jin Lv, Huayu Huang, An Zeng. 1-5 [doi]
• Bias-Field Rotation Encoding: Toward a Large-Aperture Magnetic Particle Imaging SystemYang Jing, Ruiyi Wang, Wenxuan Zou, Ziwei Chen, Zhenchao Tang, Jie Tian 0001. 1-5 [doi]
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• INTERACT-CMIL: Multi-Task Shared Learning and Inter-Task Consistency for Conjunctival Melanocytic Intraepithelial Lesion GradingMert Ikinci, Luna Toma, Karin U. Loeffler, Leticia Ussem, Daniela Süsskind, Julia M. Weller, Yousef Yeganeh, Martina C. Herwig-Carl, Shadi Albarqouni. 1-5 [doi]
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• KAN-OSD: Dino-Based Encoder and KAN-Based Decoders with Dual Contrastive Learning for One-Shot Anatomical Landmark DetectionYinbing Tian, Ziyang Wang, Shibiao Xu, Li Guo. 1-4 [doi]
• Boundary-Aware Adversarial Filtering for Reliable Diagnosis Under Extreme Class ImbalanceYanxuan Yu, Michael S. Hughes, Julien Lee, Jiacheng Zhou, Andrew F. Laine. 1-5 [doi]
• Dictionary-Free MR Fingerprinting via Implicit Neural RepresentationChaoguang Gong, Yue Hu 0003, Lixian Zou, Peng Li 0063, Zhilang Qiu, Shuo Zhou, Xingyang Wu, Zhanqi Hu, Xiaoyan Wang, Haifeng Wang 0003. 1-4 [doi]
• Robust and Efficient 3D Gaussian Splatting for Diagnostic ImagingMrinal Tyagi, Ashish Suri, Chetan Arora 0001. 1-4 [doi]
• MEA-YOLO: Medical Enhanced Attention YOLO for Simultaneous Polyp and Lumen Detection in Robotic ColonoscopyJian Li, Fuxin Liang, Chen Zhang, Chi Kwan Lee, Sai-Ho Ling. 1-4 [doi]
• Wavelet-Domain Multi-Representation and Ensemble Learning for Automated ECG AnalysisLina Chato, Alex Kagozi. 1-4 [doi]
• ResMatching: Noise-Resilient Computational Super-Resolution via Guided Conditional Flow MatchingAnirban Ray, Vera Galinova, Florian Jug. 1-5 [doi]
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• Lightweight Zero-Shot Segmentation of Mitochondria in Electron Microscopy ImagesAitor González-Marfil, Mirja Granfors, Giovanni Volpe, Estibaliz Gómez-de-Mariscal, Ignacio Arganda-Carreras. 1-4 [doi]
• Leveraging Whole Slide Difficulty in Multiple Instance Learning to Improve Prostate Cancer GradingMarie Arrivat, Rémy Peyret, Elsa D. Angelini, Pietro Gori. 1-4 [doi]
• Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality ImputationRong Zhou 0007, Houliang Zhou, Yao Su 0003, Brian Y. Chen, Yu Zhang, LiFang He. 1-4 [doi]
• SplineSplat: 3D Ray Tracing for Higher-Quality TomographyYoussef Haouchat, Sepand Kashani, Aleix Boquet-Pujadas, Philippe Thévenaz, Michael Unser. 1-5 [doi]
• LBFC-MDG: Learnable Brain Functional Connectivity with Multi-Site Domain Generalization Enhances Diagnosis of SchizophreniaYixin Ji, Vince D. Calhoun, Jin Zhang, Qi Zhu 0001, Shengrong Li, Si Yong Yeo, Daoqiang Zhang, Shile Qi. 1-4 [doi]
• MTFlow: Time-Conditioned Flow Matching for Microtubule Segmentation in Noisy Microscopy ImagesSidi Mohamed Sid El Moctar, Achraf Ait Laydi, Yousef El Mourabit, Hélène Bouvrais. 1-5 [doi]
• A Comparison of Strategies for Automatic Frame Selection Towards Blind Sweep Point of Care UltrasoundAbhinav Dhere. 1-4 [doi]
• Spatiotemporal Mapping of Facial Thermography and Electrodermal Activity Via Thermal-Aware YOLO-Pose Landmark DetectionTizian Dege, Tobias Reinhardt, Christian Laufs, Christoph Hoog Antink. 1-5 [doi]
• Cross-Modal Brain Mri Synthesis Via Contrastive Disentanglement and Conditional DiffusionPeeyush Kumar Singh, Inam Ul Haq Gulzar, Sneha Singh, Aditya Nigam, Pankaj Gupta. 1-4 [doi]
• Stylizing ViT: Anatomy-Preserving Instance Style Transfer for Domain GeneralizationSebastian Doerrich, Francesco Di Salvo, Jonas Alle, Christian Ledig. 1-5 [doi]
• Identifying Optimal nnU-Net Configuration for Cerebral Microbleed SegmentationJunmo Kwon, Sang Won Seo, Hwan-ho Cho, Hyunjin Park. 1-4 [doi]
• RS Rdmasterclass: Technical Report for CSV2026 ChallengeKiet Dang, Thanh Nguyen. 1-4 [doi]
• View-Conditioned Semi-Supervised Learning for Fetal Cardiac Ultrasound AnalysisZhanpei Gao, Chenyu Zhang, Mingxuan Liu, Yifei Chen, Xiaotian Hu, Qiyuan Tian. 1-5 [doi]
• Meso-Regions: 4D Segmentation of Early Contrast Enhancement Biomarkers for Pleural Mesothelioma DiagnosisTaylla M. Theodoro, Ilan F. Da Silva, Selina Tsim, Kevin G. Blyth, Alexandre X. Falcão. 1-5 [doi]
• Deep Learning-Based Fetal Lung Segmentation and Lung Development Evaluation from Diffusion-Weighted Mri ImagesZhennan Xiao, Katharine Brudkiewicz, Zhen Yuan, Rosalind Aughwane, Magdalena J. Sokolska, Joanna Chappell, Trevor Gaunt, Anna L. David, Andrew P. King, Andrew Melbourne. 1-4 [doi]
• Label Uncertainty for Ultrasound SegmentationMalini Shivaram, Gautam Rajendrakumar Gare, Laura Hutchins, Jacob Duplantis, Thomas Deiss, Thales Nogueira Gomes, Thong Tran, Keyur H. Patel, Krystal Kirby, Thomas H. Fox, Amita Krishnan, Deva Ramanan, Bennett P. deBoisblanc, Ricardo Luis Rodriguez, John M. Galeotti. 1-4 [doi]
• Synthesizing Functional Insights from Structural MRI for Alzheimer's Detection Using Deep Correlation Multimodal Image LearningSoham Lahiri, Priyanka Srivastava, Narinder Singh Punn, Bikash Santra. 1-5 [doi]
• Cross-Harmonic MPI Restoration via Generative ModelsSeungjoon Rho, Junho Yeo, Jinwon Choi, Kanghyun Kim, Jong Chul Ye. 1-4 [doi]
• FMIR, A Foundation Model-Based Image Registration Framework for Robust Image RegistrationFengting Zhang, Yue He 0003, Qinghao Liu, Yaonan Wang, Xiang Chen, Hang Zhang. 1-5 [doi]
• REAF: a Region-Enhanced Volume-Slice Hierarchical Attention Fusion Vision-Language Model for CT-Report RetrievalJinlong He, Kang Li, Guotai Wang. 1-5 [doi]
• Feature Aggregation for Alzheimer's Disease Diagnosis Using FDG-PET Images: The Potential of Graph-Based MethodsPham Minh Tuan, Julien Wojak, Mouloud Adel, Eric Guedj, Nguyen Linh-Trung. 1-4 [doi]
• Rethinking Glaucoma Calibration: Voting-Based Binocular and Metadata IntegrationTaejin Jeong, Joohyeok Kim, Jaehoon Joo, Seong Jae Hwang. 1-5 [doi]
• Dual-Domain Hierarchical Adversarial Learning for Semi-Supervised Multi-View Fetal Cardiac Ultrasound Segmentation and Disease ClassificationKerong Zhou. 1-5 [doi]
• Integrating Multi-Modal Fundus Photography for Precision Diagnosis in OphthalmologyFan Xiao, Junlin Hou, Yiqian Xu, Ruiwei Zhao, Haidong Zou, Lina Lu, Yi Xu 0001, Juzhao Zhang, Rui Feng 0001. 1-5 [doi]
• Structure Preserving Adversarial Diffusion for Unpaired Medical Image SynthesisK. E. Giraldo Paniagua, Pierre-Henri Conze, Vincent Jaouen, E. Angelini. 1-5 [doi]
• Introducing Transformer-Based Cascaded Classifiers for Breast Cancer Histopathology ClassificationEmilia López-Abad, Jorge Pérez-Martín. 1-4 [doi]
• Detection Over Segmentation: A New Approach for Multi-Particle Picking in 3D Real-World CryoetZiqian Guan, YuTing Wang, Danyang Chen, Jiarui Zhu, Haowen Xiao, Fukang Ge, Yanrui Lu, Lin Gu 0003, Yingying Zhu. 1-5 [doi]
• When Vision-Language Models Look but Don't See: Anatomical Bias in Endoscopic Spatial ReasoningDiego Bravo, Daniel Wolf, Juan Hurtado-Tobar, Martín-Gómez, Eduardo Romero 0001. 1-5 [doi]
• Penalty-Based Multi-Objective Optimization for Robust Data Splitting to Improve Consistency in Deep Learning ModelsKay C. Igwe, Soroush Arabshahi, Sree Kuntamukkala, Carmine Palermo, William J. Drew, Stephen Sastra, Michael A. Badgley, Yanping Sun, Kenneth P. Olive, Andrew F. Laine. 1-5 [doi]
• Scale-Cascaded Diffusion Models for Super-Resolution in Medical ImagingDarshan Thaker, Mahmoud Mostapha, Radu Miron 0003, Shihan Qiu, Mariappan S. Nadar. 1-4 [doi]
• Attention-Based Tracking of Ultrasound Frames for Prostate Biopsy Navigation Using a Zonal RepresentationChloé Soormally, Clément Beitone, Jocelyne Troccaz, Sandrine Voros. 1-5 [doi]
• Multi-Scale Attention Framework with Transformer Architecture for Explainable Chest X-Ray Report GenerationAhmed Bouridane, Nabil Hezil, Rifat Hamoudi, Somaya Al-Máadeed, Oleg Y. Rogov. 1-4 [doi]
• A Temporally Aware Transformer Model for Predicting Personalized Head Growth and Surgical Outcomes in CraniosynostosisConnor Elkhill, Ines A. Cruz-Guerrero, David Khechoyan, Phuong D. Nguyen, Brooke French, Antonio R. Porras. 1-4 [doi]
• Theoretical Bounds on Parallel Imaging Implicit Data Crimes in an MRI Reproducing Kernel Hilbert SpaceEvan Frenklak, Yamin Ishraq Arefeen, Jonathan I. Tamir. 1-5 [doi]
• Leveraging Persistence Image to Enhance Robustness and Performance in Curvilinear Structure SegmentationZhuangzhi Gao, Feixiang Zhou, He Zhao 0002, Xiuju Chen, Xiaoxin Li, Qinkai Yu, Yitian Zhao, Alena Shantsila, Gregory Yoke Hong Lip, Eduard Shantsila, Yalin Zheng. 1-5 [doi]
• Unsupervised Adaptation from FDG to PSMA PET/CT for 3D Lesion Detection Under Label ShiftXiaofeng Liu 0001, Menghua Xia, Yanis Chemli, Georges El Fakhri, Chi Liu 0001, Jinsong Ouyang. 1-5 [doi]
• POCKETLV: A Point-of-Care Echocardiography Dataset for Deep Learning Image Processing of the Left VentricleNida Ruseckaite, Lucas Iijima, Dario Sesia, Amit Kaura, Helen Ayles, Kwame Shanaube, Veronica Mweemba, Joseph Ngulube, Isabel Banda, Anoop Shah, Jamil Mayet, Marcello Scopazzini, Choon Hwai Yap. 1-5 [doi]
• LUMOS: Universal Semi-Supervised Oct Retinal Layer Segmentation with Hierarchical Reliable Mutual LearningYizhou Fang, Jian Zhong, Li Lin, Xiaoying Tang 0001. 1-5 [doi]
• Ultrasharp: Beltrami Transformers for Ultrasound Super-ResolutionPrabhav Sanga, Jaskaran Singh, Tapabrata Chakraborti. 1-5 [doi]
• Measuring and Aligning Abstraction in Vision-Language Models with Medical TaxonomiesBen Schaper, Maxime Di Folco, Bernhard Kainz, Julia A. Schnabel, Cosmin I. Bercea. 1-4 [doi]
• Physics-Guided Dual-Domain Network with Attention-Based Fusion for Portable MRI ReconstructionEfe Ilicak, Baris Imre, Chloé Najac, Ruben van den Broek, Beatrice Lena, Andrew Webb, Marius Staring. 1-4 [doi]
• Federated Few-Shot Segmentation for Rare Brain Tumours via Weighted Aggregation and Prototype-Guided AdaptationShenghui Yan, Sidong Liu, Maurice Pagnucco, Yang Song 0001. 1-4 [doi]
• Weakly Supervised Segmentation and Classification of Alpha-Synuclein Aggregates in Brightfield Midbrain ImagesErwan Dereure, Robin Louiset, Laura Parkkinen, David A. Menassa, David Holcman. 1-5 [doi]
• Anisotropy-Aware Strategy for Robust Deep Learning-Based Particle Picking in 3D Cellular Cryo-Electron TomogramMounir Messaoudi, Charles Kervrann. 1-5 [doi]
• Gaze2Report: Radiology Report Generation via Visual-Gaze Prompt Tuning of LLMsAishik Konwer, Moinak Bhattacharya, Prateek Prasanna. 1-5 [doi]
• ST-Mamba: Dual-Branch State-Space Modeling for EEG Motor Imagery DecodingJiakai Deng, Peiliang Gong, Qi Zhu 0001, Yang Shao, Xuhao Cao, Kun Wang, Liying Zhang, Daoqiang Zhang. 1-5 [doi]
• Attention-Based Multiple Instance Learning for Predominant Growth Pattern Prediction in Lung Adenocarcinoma WSI Using Foundation ModelsLaura Valeria Perez-Herrera, María Jesús García González, Exen Lopez-Linares. 1-5 [doi]
• A Continuous and Interpretable Morphometric for Robust Quantification of Dynamic Biological ShapesRoua Rouatbi, Juan Esteban Suarez Cardona, Alba Villaronga-Luque, Jesse V. Veenvliet, Ivo F. Sbalzarini. 1-5 [doi]
• DINO-MambaSeg: A Foundation-Guided Network for Patchy Atrophy SegmentationSiqi Wang, Juexue Wang, Zhuo Deng, Wenbin Wei 0007, Lan Ma. 1-5 [doi]
• IMACT-CXR: An Interactive Multi-Agent Conversational Tutoring System for Chest X-Ray InterpretationTuan Anh Le, Anh Mai Vu, David Yang, Akash Awasthi, Hien Van Nguyen. 1-4 [doi]
• Multi-Branch and Multi-Task Learning Framework for Autism Diagnosis with Modality Incomplete DataChangqing Wu, Chuang Liang, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Vince D. Calhoun, Shile Qi. 1-4 [doi]
• TM-UNet: Token-Memory Enhanced Sequential Modeling for Efficient Medical Image SegmentationYaxuan Jiao, Qing Xu 0014, Yuxiang Luo, Xiangjian He, Zhen Chen 0013, Wenting Duan. 1-5 [doi]
• Adaptive Gradient Domain Normalization for One-Sided Unsupervised Medical Image SynthesisK. E. Giraldo Paniagua, Pierre-Henri Conze, Vincent Jaouen, E. Angelini. 1-5 [doi]
• Efficient Complex-Valued MR Image Reconstruction Using a Real-Value Trained Conditional Diffusion ModelSatoshi Ito, Tomoki Sawai. 1-5 [doi]
• Survival Modeling from Whole Slide Images Via Patch-Level Graph Clustering and Mixture Density ExpertsArdhendu Sekhar, Vasu Soni, Keshav Aske, Garima Jain, Pranav Jeevan, Amit Sethi. 1-4 [doi]
• Multi-Frequency and Locality-Guided Attention U-Net Gan for Limited-Angle CT ReconstructionHaytham A. Ali, Hiroyuki Kudo. 1-4 [doi]
• Uncertainty-Guided Generation of Dark-Field RadiographsLina Felsner, Henriette Bast, Tina Dorosti, Florian Schaff, Franz Pfeiffer, Daniela Pfeiffer, Julia A. Schnabel. 1-5 [doi]
• Quality Control for Medical Image Segmentation Under Domain Shift with Heteroscedastic RegressionJonathan Lennartz, Thomas Schultz 0001. 1-5 [doi]
• Automated, Vendor-Agnostic Measurement of Myocardial Tissue Velocities in EchocardiographyWaqar Ali, Shana Stämpfli, Thilo Stadelmann, Schlomo Aschkenasy, Ahmed Abdulkadir. 1-5 [doi]
• Biological Object Segmentation on Video Data Using Optical Flow-Guided Temporal ConsistencyTristan Manneville, Raphael Reme, Jean-Christophe Olivo-Marin, Thibault Lagache. 1-5 [doi]
• Understanding the Transfer Limits of Vision Foundation ModelsShiqi Huang 0001, Yipei Wang, Natasha Thorley, Alexander Ng, Shaheer U. Saeed, Mark Emberton, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Daniel C. Alexander, Yipeng Hu. 1-5 [doi]
• Distance Weighted Ordinal Modeling for Ulcerative Colitis Severity Assessment in EndoscopyAvnish Aryan, Gunjan Deotale, Dev Kumar Das. 1-4 [doi]
• Semi-Wavelet Attention Transformer-Based MPI Reconstruction AlgorithmYinong Cui, Yuanhao Cai, Jiayi Zhang, Lin Yin, Xiaowei He, Hongbo Guo. 1-4 [doi]
• Personalized Federated Learning with Residual Fisher Information for Medical Image SegmentationMeilu Zhu, Yuxing Li, Zhiwei Wang, Edmund Y. Lam. 1-4 [doi]
• Beyond the Mask: The Illusion of Privacy in Defaced Brain MRIImen Bajar, Mohamed Maouche, Carole Frindel. 1-5 [doi]
• Optimizing Paths for Adaptive Fly-Scan MicroscopyYu Lu, Thomas F. Lynn, Ming Du, Zichao Di, Sven Leyffer. 1-5 [doi]
• Fedharmo: Harmonizing Global Aggregation and Local Alignment in Cross-Domain Federated Medical Image SegmentationYou Zhou, Guangxia Cui, Shuchang Lyu, Guangliang Cheng, Lijiang Chen, Wenpei Bai, Qi Zhao 0037. 1-5 [doi]
• From Intensity to Anatomy: Optimizing nnU-Net for MR-to-CT Translation on SynthRAD2025Arthur Longuefosse, Javier Sequeiro González, Fabien Baldacci, Jun Seita. 1-4 [doi]
• Human-Aligned Learning of Interpretable Biomarkers for Lung Ultrasound DiagnosisGautam Rajendrakumar Gare, Tom Fox, Peter Lowery, Kevin Zamora, Hai V. Tran, Beam Chansangavej, Laura Hutchins, David Montgomery, Amita Krishnan, Deva Ramanan, Ricardo Rodriguez, Bennett P. deBoisblanc, John M. Galeotti. 1-5 [doi]
• Segmentation-Guided Multi-Task Learning for MRI-Based Prediction of Brain Metastasis OriginYuqi Ding, Mingde Xu, Xinyu Hao, Hongming Xu, Yiyao Sun, Juan Su, Mingchen Jiang, Chunna Yang. 1-4 [doi]
• MAGNET: Mask Guided Network with EMA Teacher for Joint Carotid Segmentation and Plaque ClassificationYeonwoo Seo, Minjun Youn, Yihan Kim, Lynn Y. Kim, Beomsu Kim, Jong Chul Ye. 1-4 [doi]
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• Robust Landmark Detection in TPUS: Can AI Overcome Clinical Image Quality Variability?Keke Shi, Adéla Samesova, Susanne Housmans, Ann Pastijn, Hans Peter Dietz, Ka Lai Shek, Jan Deprest, Helena Williams. 1-5 [doi]
• MEDQUA: A NISQ-Aware Quantum Adapter for Medical Vision-Language ModelsYiwei Li, Yi Pan 0001, Junhao Chen, Yifan Zhou, Hanqi Jiang, Huaqin Zhao, Yanjun Lyu, Zhengliang Liu, Lin Zhao 0004, Dajiang Zhu, Xiang Li 0001, Tianming Liu 0001. 1-5 [doi]
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• Latent Diffusion-Based Visual-Textual Fusion for Survival and Recurrence Prediction of Colorectal Liver MetastasesMohamed El Amine Elforaici, Feryel Azzi, Dominique Trudel, Bich Nguyen, An Tang, Simon Turcotte, Samuel Kadoury. 1-5 [doi]
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• Learnable Hierarchical Visual Contexts for Tumor Segmentation in Computed Tomography ImagesJue Jiang, Harini Veeraraghavan. 1-5 [doi]
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• Histological Brain Imaging Super-Resolution with Frequency-Guided Diffusion ModelsGiovanni Casari, Federico Bolelli, Costantino Grana. 1-5 [doi]
• Federated Learning with Layer-Wise Contribution Estimation and Consensus-Based Parameter Personalization for Medical Image ClassificationMing Cai, Tianpeng Deng, Jing Li, Zaiyi Liu, Ying Wang, Guoqiang Han 0002, Chu Han. 1-5 [doi]
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• Cross-Modal Graph Attention Network for Parkinson's Disease DiagnosisHaojie Song, Xiaojun Guan, Ao Zhang, Xiaojie Duanmu, Zihao Zhu, Jiaqiang Li, Ronglin Zhang, Yujiao Zhang, Peng Yang 0011, Tianfu Wang 0001, Xiaojun Xu, Baiying Lei. 1-4 [doi]
• Accelerated Reconstruction for Sparse-View CT with Angular Sinogram Blurring Arising in Fast Continuous Rotation CT Scanners Using Dykstra-Like SplittingDonghui Li, Hiroyuki Kudo, Wataru Yashiro. 1-5 [doi]
• DiGMa: A Dual-Domain Collaborative Framework for Efficient Temporal MPI ReconstructionZining Liu, Gen Shi, Ziwei Chen, Jie Tian 0001, Hui Zhang, Jingying Jiang. 1-5 [doi]
• Two-Dimensional Ultrasound Thermometry Using Peripheral Measurements and Learning-Based Inference for Tumor Ablation MonitoringAjay Anand, Ajeesh Ajayan Nayaruparambil, Yue Zhao, Diane Dalecki, Müjdat Çetin. 1-5 [doi]
• All-Subtype Cataract Classification and Grading in AS-OCT via a Unified Multi-Task FrameworkBingyan Hao, Yuanyuan Gu, Yiwen Hu, Fang Liu, Yuanjing Feng, Yitian Zhao. 1-5 [doi]
• Dihedral-Invariant LBP Co-Occurrence for Cellular Texture AnalysisJirí Hladuvka, Viktória Hodorová. 1-5 [doi]
• Toward Modality-Robust Brain Tumor Segmentation: Distilling Foundation Models for Incomplete Mri ScansKaiqi Qiang, Hongming Xu 0002, Qibin Zhang, Chen Wu, Fengyu Cong, Haozhe Piao. 1-4 [doi]
• DPANet: Dual-Path Prior-Guided Attention Network for Few-Shot Intravascular Ultrasound SegmentationJunqin Luo, Yuxing Wei, Lei Du, Ming Wu, Jiaqiang Li, Cheng Zhao 0003, Xinhua Yin, Tianfu Wang 0001, Baiying Lei. 1-4 [doi]
• CURVFUSE: Field-Curvature-Aware Multi-Focus Fusion for Bioluminescence ImagingYu Liu, Ruyu Ma, Nassir Navab, Jian Cui, Tingying Peng. 1-5 [doi]
• 3D Modeling of Prostate Cancer Using Histological Radical Prostatectomy SpecimensAbhishek Ambast, Santosh Dudhabhate, Saikiran Bonthu, Nitin Singhal. 1-4 [doi]
• A Cascaded Yolo-Based Framework for Robust Cervical Cell Detection in Pap Smear ImagesVibujithan Vigneshwaran, Chris Kang, Nils D. Forkert. 1-4 [doi]
• SA-UNetv2: Rethinking Spatial Attention U-Net for Retinal Vessel SegmentationChanglu Guo, Anders Nymark Christensen, Anders Bjorholm Dahl, Yugen Yi, Morten Rieger Hannemose. 1-5 [doi]
• A Benchmark Analysis of Graph and Non-Graph Methods for Caenorhabditis Elegans Neuron ClassificationJingqi Lu, Keqi Han, Yun Wang, Lu Mi, Carl Yang 0001. 1-5 [doi]
• Automated Sarcopenia Risk Stratification from POCUS Using Vision Transformers and RadiomicsRicardo Teresa Ribeiro, Théo Coutaudier, Patrizia D'Amelio. 1-4 [doi]
• Integration of Cardiac Histopathological and Imaging Data to Improve Understanding of Stereotactic Arrhythmia RadioablationJuan A. Cisneros Jacome, Louis Rigal, Raphaël P. Martins, Solène-Florence Kammerer-Jacquet, Annegret E. Werner, Melvyn Dezecot, Loig Duverge, Renaud de Crevoisier, Julien Bellec, Antoine Simon. 1-4 [doi]
• Expert Model Guided Visual Programming for Radiology Report GenerationZizhe Liu, Moshu Xu. 1-5 [doi]
• Unified PET Image Enhancement for Diverse Degradation Levels with Mixture-Of-Experts and Dynamic PromptsYi Luo, Jianan Cui, Huiyuan Zhang, Yang Yang, Heran Shalihaer, Yuanjing Feng, Xinhui Su, Huafeng Liu 0003, Xiang Li 0001. 1-4 [doi]
• DINO-AD: Unsupervised Anomaly Detection with Frozen DINO-V3 FeaturesJiayu Huo, Jingyuan Hong, Liyun Chen. 1-4 [doi]
• Understanding Brain Functional Dynamics With Deep State-Space Modeling on Riemannian ManifoldYuwei Cao, Tingting Dan, Chuhan Yu, Yang Yang 0032, Guorong Wu 0001. 1-5 [doi]
• A Multi-Stage Optimization Pipeline for Bethesda Cell Detection in Pap Smear CytologyMartin Amster, Camila María Polotto. 1-4 [doi]
• Healthy Counterfactual Generation with Denoising Diffusion Bridge ModelsAna Lawry Aguila, Marina Crespo Aguirre, Peirong Liu, Juan Eugenio Iglesias. 1-4 [doi]
• A Hybrid Diversity-Aware Active Learning Framework for Efficient Histopathology Image SegmentationGunjan Deotale, Dev Kumar Das, Lavish Ramchandani, Tijo Thomas. 1-5 [doi]
• Low Performing Pixel Correction in Computed Tomography with Unrolled Network and Synthetic Data TrainingHongxu Yang, Levente Lippenszky, Edina Timko, Lehel Ferenczi, Gopal Avinash. 1-5 [doi]
• Bridging Foundation and Domain-Specific Models for Semi-Supervised Medical Image SegmentationYing He, Marc E. Miquel, Qianni Zhang. 1-5 [doi]
• DYSC-CCA: Dynamic Similarity-Constrained Canonical Correlation Analysis for Multimodal Alzheimer's DiagnosisSewook Oh, Junmo Kwon, Jonghun Kim, Sunghun Kim, Sinyoung Ra, Hyunjin Park. 1-5 [doi]
• Synergistic Foundation Models for Semi-Supervised Fetal Cardiac Ultrasound Analysis: SAM-Med2D Boundary Refinement and DINOv3 Semantic EnhancementTonghao Zhuang, Shanglong Hu, Yongsheng Luo, Zhiqi Zhang, Yu Li. 1-5 [doi]
• Learning with Geometric Priors in U-Net Variants for Polyp SegmentationFabian Vazquez, Jose Angel Nuñez, Diego Adame, Alissen Moreno, Augustin Zhan, Huimin Li, Jinghao Yang, Haoteng Tang, Bin Fu, Pengfei Gu. 1-5 [doi]
• Swin-DDPM: A Transformer-Enhanced Diffusion Model for Multi-Organ Low Dose CT DenoisingUsama Jameel, Nicola Belcari. 1-5 [doi]
• Continual Pretraining Prostate MRI ViT Encoder for Task AlignmentBilal A. Sidiqi, Yipei Wang, Shaheer U. Saeed, Shiqi Huang 0001, Daniel C. Alexander, Yipeng Hu. 1-5 [doi]
• SAMF-Net: Low-Concentration MPI Reconstruction with Segmentation-Assisted Attention and Multi-Harmonic FusionChang Wang, Wenxuan Zou, Guangxing Zhou, Xun Zhang, Yang Jing, Yu-an, Weihua Li, Zhenchao Tang, Jie Tian 0001. 1-5 [doi]
• HG-MRF: Anatomy-Aware Hierarchical Hypergraph Regularization for MR Fingerprinting ReconstructionPeng Li, Yue Zhao, Jianxing Liu, Yue Hu. 1-4 [doi]