MICCAI 2025 Paper Analysis

Analysis based on data collected from MICCAI 2025 open access web site.

source code: 🐙🐈

Paper Categories

Review Score Distribution

Review Score of Early Accept Papers

Review Score Distribution by Category

Post-Rebuttal Review Score Distribution

Review Score vs Post-Rebuttal Review Score

Papers with the best review score (top 10%)

	url	authors	category	early_accept	mean_review_score	mean_rebuttal_score
title
Fit Pixels, Get Labels: Meta-Learned Implicit Networks for Image Segmentation	link	Vyas, Kushal|Veeraraghavan, Ashok|Balakrishnan, Guha	Modalities -> MRI	True	5.666667	NaN
OsteoOpt: A Bayesian Optimization Framework for Enhancing Bone Union Likelihood in Mandibular Reconstruction Surgery	link	Aftabi, Hamidreza|Lloyd, John E.|Ding, Amanda|Sagl, Benedikt|Prisman, Eitan|Hodgson, Antony|Fels, Sidney	Surgery -> Planning and Simulation	True	5.333333	NaN
High-Res Brain Source Imaging of MEG using a Vector Bayesian Beamformer with Noise learning	link	Gao, Tianyu|Liu, Kunye|Ma, Weikai|Gao, Yang|Ning, Xiaolin	Modalities -> Other	True	5.333333	NaN
VBCD: A Voxel-Based Framework for Personalized Dental Crown Design	link	Wei, Linda|Liu, Chang|Zhang, Wenran|Zhang, Zengji|Zhang, Shaoting|Li, Hongsheng	Surgery -> Planning and Simulation	False	5.000000	1.0
ITMatch: Arch-Guided Semi-Supervised Tooth Arrangement via Iterative Confidence Evaluation	link	Wang, Chengyuan|He, Zhihui|Chen, Li|Yang, Shidong|Sun, Guiyu|Duan, Fan|Wang, Shuo|Zhou, Yanheng	Surgery -> Planning and Simulation	True	5.000000	NaN
Physics-Informed Neural ODEs for Temporal Dynamics Modeling in Cardiac T1 Mapping	link	Capitão, Nuno|Zhang, Yi|Zhao, Yidong|Tao, Qian	Modalities -> MRI	True	5.000000	NaN
Adaptive Adversarial Data Augmentation with Trajectory Constraint for Alzheimer’s Disease Conversion Prediction	link	Cho, Hyuna|Ahn, Hayoung|Wu, Guorong|Kim, Won Hwa	Machine Learning -> Interpretability / Explainability	True	5.000000	NaN
Risk Estimation of Knee Osteoarthritis Progression via Predictive Multi-task Modelling from Efficient Diffusion Model using X-ray Images	link	Butler, David|Hilton, Adrian|Carneiro, Gustavo	Modalities -> CT / X-Ray	True	5.000000	NaN
Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method	link	Scholz, Daniel|Erdur, Ayhan Can|Holland, Robbie|Ehm, Viktoria|Peeken, Jan C.|Wiestler, Benedikt|Rueckert, Daniel	Modalities -> MRI	True	5.000000	NaN
P2INR-FWI: an Implicit Neural Representation Method for Speed of Sound Image Reconstruction in Ultrasound Computed Tomography	link	Wang, Zesong|Yan, Weicheng|Liu, Zhaohui|Yuchi, Ming|Qiu, Wu	Modalities -> Ultrasound	True	5.000000	NaN
Generating Novel Brain Morphology by Deforming Learned Templates	link	Wang, Alan Q.|Huang, Fangrui|Trang, Bailey|Peng, Wei|Abbasi, Mohammad|Pohl, Kilian|Sabuncu, Mert R.|Adeli, Ehsan	Modalities -> MRI	True	5.000000	NaN
Meta-analysis guided multi-task graph transformer network for diagnosis of neurological disease and cognitive deficits	link	Xia, Jing|Chan, Yi Hao|Rajapakse, Jagath C.	Modalities -> MRI - Functional MRI	True	5.000000	NaN
Reverse Imaging for Wide-spectrum Generalization of Cardiac MRI Segmentation	link	Zhao, Yidong|Kellman, Peter|Xue, Hui|Yang, Tongyun|Zhang, Yi|Han, Yuchi|Simonetti, Orlando|Tao, Qian	Modalities -> MRI	True	5.000000	NaN
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic Data	link	Chalcroft, Liam|Crinion, Jenny|Price, Cathy J.|Ashburner, John	Modalities -> MRI	True	5.000000	NaN
DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities	link	Li, Haitao|Li, Ziyu|Mao, Yiheng|Ding, Zhengyao|Huang, Zhengxing	Modalities -> MRI	True	5.000000	NaN
Lymph Node Metastasis Classification with Prototype-guided Multiple Instance Aggregation and Heterogeneous Feature Fusion	link	Li, Haoshen|Ai, Tashan|Wang, Yirui|Ji, Zhanghexuan|Yu, Qinji|Lu, Le|Dong, Bin|Zhang, Li|Ye, Xianghua|Zhao, Kuaile|Jin, Dakai	Modalities -> CT / X-Ray	True	5.000000	NaN
Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification	link	Gao, Yibo|Zhou, Hangqi|Gao, Zheyao|Wang, Bomin|Gao, Shangqi|Wang, Sihan|Zhuang, Xiahai	Machine Learning -> Interpretability / Explainability	True	5.000000	NaN
Predicting Longitudinal Brain Development via Implicit Neural Representations	link	Dannecker, Maik|Rueckert, Daniel	Surgery -> Data Science	False	5.000000	1.0
UDPET: Ultra-low Dose PET Imaging Challenge Dataset	link	Xue, Song|Wang, Hanzhong|Chen, Yizhou|Liu, Fanxuan|Zhu, Hong|Viscione, Marco|Guo, Rui|Rominger, Axel|Li, Biao|Shi, Kuangyu	Modalities -> Nuclear Imaging	True	5.000000	NaN
MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization	link	Xu, Huihui|Nie, Yuanpeng|Wang, Hualiang|Chen, Ying|Li, Wei|Ning, Junzhi|Liu, Lihao|Wang, Hongqiu|Zhu, Lei|Liu, Jiyao|Li, Xiaomeng|He, Junjun	Modalities -> Other	True	5.000000	NaN
Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-guided Supervision and Station-Aware Mixture-of-Experts	link	Li, Haoshen|Wang, Yirui|Yu, Qinji|Zhu, Jie|Yan, Ke|Guo, Dazhou|Lu, Le|Dong, Bin|Zhang, Li|Ye, Xianghua|Wang, Qifeng|Jin, Dakai	Modalities -> CT / X-Ray	True	5.000000	NaN
A Multimodal Contrastive Learning for Detecting Aortic Dissection on 3D Non-Contrast CT with Anatomy Simplification	link	Zhang, Duoer|Xiao, Wenbo|Jiang, Chen|Qiu, Yuxuan|Feng, Zhan|Wang, Hong|Zheng, Yefeng|Zhu, Wentao	Modalities -> CT / X-Ray	True	5.000000	NaN
Multifrequency Neural Network-based Wave Inversion in MR Elastography	link	Bustin, Héloïse|Meyer, Tom|Jordan, Jakob|Walczak, Lars|Tzschätzsch, Heiko|Sack, Ingolf|Hennemuth, Anja	Modalities -> Other	True	5.000000	NaN
Inferring Super-Resolved Gene Expression by Integrating Histology Images and Spatial Transcriptomics with HISTEX	link	Xue, Shuailin|Wang, Changmiao|Fan, Xiaomao|Min, Wenwen	Special Topic -> Low-Cost and Point-of-Care Imaging Solutions	True	5.000000	NaN
Towards Globally Predictable k-Space Interpolation: A White-box Transformer Approach	link	Luo, Chen|Jin, Qiyu|Xie, Taofeng|Wang, Xuemei|Wang, Huayu|Liu, Congcong|Tang, Liming|Chen, Guoqing|Cui, Zhuo-Xu|Liang, Dong	Modalities -> MRI	True	5.000000	NaN
Frequency Strikes Back: Boosting Parameter-Efficient Foundation Model Adaptation for Medical Imaging	link	Ly, Son T.|Nguyen, Hien V.	Modalities -> Photograph / Video	True	5.000000	NaN
An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-Task Learning	link	Peng, Jiachuan|Beetz, Marcel|Banerjee, Abhirup|Chen, Min|Grau, Vicente	Modalities -> MRI	True	5.000000	NaN
Training state-of-the-art pathology foundation models with orders of magnitude less data	link	Karasikov, Mikhail|van Doorn, Joost|Känzig, Nicolas|Erdal Cesur, Melis|Horlings, Hugo Mark|Berke, Robert|Tang, Fei|Otálora, Sebastian	Modalities -> Microscopy	True	5.000000	NaN
RadGS-Reg: Registering Spine CT with Biplanar X-rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration	link	Shen, Ao|Fu, Xueming|Jiang, Junfeng|Zeng, Qiang|Tang, Ye|Chen, Zhengming|Nong, Luming|Wang, Feng|Zhou, S. Kevin	Surgery -> Navigation	True	5.000000	NaN
Hard Sample Mining-based Tongue Diagnosis for Fatty Liver Disease Severity Classification	link	Chen, Tao|Gao, Jie|Xu, Yong|Qiu, Weihong|Wu, Yijie|Ye, Weimin|Liu, Kunhong	Special Topic -> MIC and CAI Solutions for Limited-Resource Environments	True	4.666667	NaN
Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining	link	Sun, Yong|Wang, Yipeng|Shi, Junyu|Zhang, Zhiyuan|Xiao, Yanmei|Zhu, Lei|Jiang, Manxi|Nie, Qiang	Modalities -> Photograph / Video	True	4.666667	NaN
Towards Accurate Tumor Budding Detection: A Benchmark Dataset and A Detection Approach Based on Implicit Annotation Standardization and Positive-Negative Feature Coupling	link	Sun, Rui-Qing|Fan, Zeng|Dai, Boyang|Su, Yiyan|Hao, Qun|Ye, Chuyang|Zhang, Shaohui	Modalities -> Microscopy	True	4.666667	NaN
StyleGAN-based Brain MRI Anomaly Detection via Latent Code Retrieval and Partial Swap	link	Wei, Jie|Hu, Xiaofei|Zhang, Shaoting|Wang, Guotai	Modalities -> MRI	True	4.666667	NaN
CSAL-3D: Cold-start Active Learning for 3D Medical Image Segmentation via SSL-driven Uncertainty-Reinforced Diversity Sampling	link	Zhu, Ning|Ye, Ping|Zhong, Lanfeng|Yue, Qiang|Zhang, Shaoting|Wang, Guotai	Special Topic -> MIC and CAI Solutions for Limited-Resource Environments	True	4.666667	NaN
IM-Fuse: A Mamba-based Fusion Block for Brain Tumor Segmentation with Incomplete Modalities	link	Pipoli, Vittorio|Saporita, Alessia|Marchesini, Kevin|Grana, Costantino|Ficarra, Elisa|Bolelli, Federico	Modalities -> MRI	True	4.666667	NaN
Advancing Medical Representation Learning Through High-Quality Data	link	Baghbanzadeh, Negin|Fallahpour, Adibvafa|Parhizkar, Yasaman|Ogidi, Franklin|Roy, Shuvendu|Ashkezari, Sajad|Khazaie, Vahid Reza|Colacci, Michael|Etemad, Ali|Afkanpour, Arash|Dolatabadi, Elham	Modalities -> Microscopy	True	4.666667	NaN
GLM-SFNet: Global-Local Vision-Mamba with Semantic Fusion for Medical Image Segmentation	link	Chen, Jiahui|Qi, Fei|Chang, Chengyuan|Hu, Qinjie|Fu, Kaiwen|Wang, Xiaotian|Liu, Kun	Modalities -> Photograph / Video	True	4.666667	NaN
TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Models	link	Wang, Yuhao|Sun, Yue|Tan, Tao|Hao, Chao|Cui, Yawen|Su, Xinqi|Xie, Weichen|Shen, Linlin|Yu, Zitong	Modalities -> CT / X-Ray	True	4.666667	NaN
ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data	link	Li, Chengkun|Tong, Yuqi|Chen, Kai|Yang, Zhenya|Li, Ruiyang|Qiu, Shi|Chan, Jason Ying-Kuen|Heng, Pheng-Ann|Dou, Qi	Surgery -> Mixed / Augmented / Virtual Reality	True	4.666667	NaN
Physics-guided deep image prior network for general zero-shot stain deconvolution	link	Chen, Jianan|Liu, Lydia Y.|Han, Wenchao|Cheung, Alison|Tsui, Hubert|Martel, Anne L.	Modalities -> Microscopy	True	4.666667	NaN
CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner	link	Du, Yao|Guo, Jiarong|Li, Xiaomeng	Modalities -> Ultrasound	True	4.666667	NaN
Automated Detection of BK Virus in H&E Whole-Slide Images Using Weakly-Supervised Deep Learning and Interpretable Morphological Biomarkers	link	Sahai, Sharifa|Ramos-Guerra, Ana D.|Almagro-Pérez, Cristina|Jaume, Guillaume|Zhang, Andrew|Rennke, Helmut|Weins, Astrid|Ortuño, Juan E.|Ledesma-Carbayo, Maria J.|Mahmood, Faisal	Modalities -> Microscopy	True	4.666667	NaN
MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy	link	Zhang, Yuelin|Ding, Qingpeng|Lei, Long|Feng, Yongxuan|Tang, Raymond Shing-Yan|Cheng, Shing Shin	Modalities -> Ultrasound	True	4.666667	NaN
Robust sensitivity control in digital pathology via tile score distribution matching	link	Pignet, Arthur|Klein, John|Robin, Geneviève|Olivier, Antoine	Modalities -> Microscopy	True	4.666667	NaN
Abnormality-Driven Representation Learning for Radiology Imaging	link	Ligero, Marta|Lenz, Tim|Wölflein, Georg|El Nahhas, Omar S. M.|Truhn, Daniel|Kather, Jakob Nikolas	Modalities -> CT / X-Ray	True	4.666667	NaN
Targeted False Positive Synthesis via Detector-guided Adversarial Diffusion Attacker for Robust Polyp Detection	link	Zhou, Quan|Luo, Gan|Hu, Qiang|Zhang, Qingyong|Zhang, Jinhua|Tian, Yinjiao|Li, Qiang|Wang, Zhiwei	Modalities -> Endoscopy	True	4.666667	NaN
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation	link	Zhou, Feixiang|Gao, Zhuangzhi|Zhao, He|Xie, Jianyang|Meng, Yanda|Zhao, Yitian|Lip, Gregory Y. H.|Zheng, Yalin	Modalities -> CT / X-Ray	True	4.666667	NaN
Dual Knowledge-Aware Guidance for Source-Free Domain Adaptive Fundus Image Segmentation	link	Chen, Yu|Wang, Hailing|Wu, Chunwei|Cao, Guitao	Modalities -> Photograph / Video	True	4.666667	NaN
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport	link	Yu, Qinkai|Xie, Jianyang|Zhao, Yitian|Chen, Cheng|Zhang, Lijun|Chen, Liming|Cheng, Jun|Liu, Lu|Zheng, Yalin|Meng, Yanda	Modalities -> Photograph / Video	True	4.666667	NaN
Global and Local Vision-Language Alignment for Few-Shot Learning and Few-Shot OOD Detection	link	Yan, Jie|Guan, Xiaoyuan|Zheng, Wei-Shi|Chen, Hao|Wang, Ruixuan	Special Topic -> MIC and CAI Solutions for Limited-Resource Environments	True	4.666667	NaN
CXR-CML: Improved zero-shot classification of long-tailed multi-label diseases in Chest X-Rays	link	Madhipati, Rajesh|Bhat, Sheethal|Buess, Lukas|Maier, Andreas	Modalities -> CT / X-Ray	True	4.666667	NaN
FedCLAM: Client Adaptive Momentum with Foreground Intensity Matching for Federated Medical Image Segmentation	link	Siomos, Vasilis|Passerat-Palmbach, Jonathan|Tarroni, Giacomo	Modalities -> Photograph / Video	True	4.666667	NaN
Hierarchical Feature Learning for Medical Point Clouds via State Space Model	link	Zhang, Guoqing|Yang, Jingyun|Li, Yang	Surgery -> Mixed / Augmented / Virtual Reality	True	4.666667	NaN
Q-space Guided Collaborative Attention Translation Network for Flexible Diffusion-Weighted Images Synthesis	link	Zhu, Pengli|Fu, Yingji|Chen, Nanguang|Qiu, Anqi	Modalities -> MRI - Diffusion Imaging	True	4.666667	NaN
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation	link	Zhang, Xiaoran|Chen, Eric Z.|Zhao, Lin|Chen, Xiao|Liu, Yikang|Maihe, Boris|Duncan, James S.|Chen, Terrence|Sun, Shanhui	Modalities -> Ultrasound	True	4.666667	NaN
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response Prediction	link	Fan, Wenrui|Rizky, L. M. Riza|Zhang, Jiayang|Chen, Chen|Lu, Haiping|Teh, Kevin|Selvarajah, Dinesh|Zhou, Shuo	Modalities -> MRI - Functional MRI	True	4.666667	NaN
MorphoBoost: Morphology-Driven Boundary Enhancement Model for Accurate Segmentation of Langerhans Cells in Corneal Confocal Microscopy Images	link	Li, Hongshuo|Dong, Ankai|Zhang, Tiande|Zhou, Shijia|Zheng, Yalin|Mou, Lei|Zhao, Yitian	Modalities -> Other	True	4.666667	NaN
RSAD: Region-Specific Anomaly Detection in fMRI for Disease Diagnosis	link	Sun, Yusong|Chen, Dongdong|Liu, Mengjun|Shen, Zhenrong|Song, Zhiyun|Hu, Yuqi|Fei, Manman|Han, Xu|Liu, Zelin|Fang, Xingkai|Bai, Lu|Zhang, Lichi	Modalities -> MRI - Functional MRI	True	4.666667	NaN
Conformal Prediction for Image Segmentation Using Morphological Prediction Sets	link	Mossina, Luca|Friedrich, Corentin	Modalities -> Other	True	4.666667	NaN
RefineNet: Elevating Medical Foundation Models through Quality-Centric Data Curation by MLLM-Annotated Proxy Distillation	link	Zhang, Ningyi|Gao, Yuan|Wang, Xin|Chan, Ka-Hou|Wu, Jian|Lam, Chan-Tong|Wang, Shanshan|Sun, Yue|Im, Sio-Kei|Tan, Tao	Surgery -> Data Science	True	4.666667	NaN
Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection	link	Lai, Runhe|Lu, Xinhua|Chen, Kanghao|Chen, Qichao|Zheng, Wei-Shi|Wang, Ruixuan	Modalities -> Photograph / Video	True	4.666667	NaN
EndoMetric: Near-Light Monocular Metric Scale Estimation in Endoscopy	link	Iranzo, Raúl|Batlle, Víctor M.|Tardós, Juan D.|Montiel, José M. M.	Modalities -> Endoscopy	True	4.666667	NaN
A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data	link	Susetzky, Tobias|Qiu, Huaqi|Braren, Rickmer|Rueckert, Daniel	Modalities -> Other	False	4.666667	1.0
HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis	link	Huang, Peixiang|Huang, Yanyan|Zhao, Weiqin|He, Junjun|Yu, Lequan	Modalities -> Microscopy	True	4.666667	NaN
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training	link	Tian, Qingyao|Liao, Huai|Huang, Xinyan|Yang, Bingyu|Lei, Dongdong|Ourselin, Sebastien|Liu, Hongbin	Surgery -> Scene Understanding	True	4.666667	NaN
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation	link	Silva-Rodríguez, Julio|Shakeri, Fereshteh|Bahig, Houda|Dolz, Jose|Ben Ayed, Ismail	Modalities -> Other	True	4.666667	NaN
SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis	link	Chen, Shaobin|Zhao, Xinyu|Fu, Huazhu|Tan, Tao|Huang, Jiaju|Xiong, Xiangyu|Wu, Zhenquan|Dashtbozorg, Behdad|Lei, Baiying|Zhang, Guoming|Sun, Yue	Surgery -> Data Science	True	4.666667	NaN
Multi-Tracer Uptake Correction for PET-MR via Aligned-Feature Guidance and Multi-scale Pixel-adaptive Routing	link	Zhong, Aocheng|Huang, Haolin|Wang, Jing|Shen, Zhenrong|Song, Haiyu|Wu, Junlei|Zhu, Yuhua|Liu, Yang|Zuo, Chuantao|Wang, Qian	Modalities -> Nuclear Imaging	True	4.666667	NaN
Reconsidering Explicit Longitudinal Mammography Alignment for Enhanced Breast Cancer Risk Prediction	link	Thrun, Solveig|Hansen, Stine|Sun, Zijun|Blum, Nele|Salahuddin, Suaiba A.|Wickstrøm, Kristoffer|Wetzer, Elisabeth|Jenssen, Robert|Stille, Maik|Kampffmeyer, Michael	Modalities -> CT / X-Ray	True	4.666667	NaN
Bias and Generalizability of Foundation Models across Datasets in Breast Mammography	link	Germani, Elodie|Selin-Türk, Ilayda|Zeineddine, Fatima|Mourad, Charbel|Albarqouni, Shadi	Modalities -> CT / X-Ray	True	4.666667	NaN
Query-Level Alignment for End-to-End Lesion Detection with Human Gaze	link	Kong, Yan|Peng, Zhixiang|Yin, Yuan|Li, Yonghao|Cai, Jiangdong|Wang, Sheng|Wang, Qian|Fang, Yuqi|Shan, Caifeng	Machine Learning -> Deep Learning	True	4.666667	NaN
Blood Pressure Assisted Cerebral Microbleed Segmentation via Meta-matching	link	Kwon, Junmo|Kim, Jonghun|Kim, Taehyeon|Seo, Sang Won|Cho, Hwan-ho|Park, Hyunjin	Modalities -> MRI	True	4.666667	NaN
From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation	link	An, Jinseo|Lee, Min Jin|Shim, Kyu Won|Hong, Helen	Modalities -> CT / X-Ray	True	4.666667	NaN
RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining	link	Zhang, Tengfei|Zhao, Ziheng|Wu, Chaoyi|Zhou, Xiao|Zhang, Ya|Wang, Yanfeng|Xie, Weidi	Modalities -> CT / X-Ray	True	4.666667	NaN
All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook Prior	link	Chen, Haowei|Yang, Zhiwen|Hou, Haotian|Zhang, Hui|Wei, Bingzheng|Zhou, Gang|Xu, Yan	Modalities -> Nuclear Imaging	True	4.666667	NaN
CardiacFlow: 3D+t Four-Chamber Cardiac Shape Completion and Generation via Flow Matching	link	Ma, Qiang|Meng, Qingjie|Qiao, Mengyun|Matthews, Paul M.|O’Regan, Declan P.|Bai, Wenjia	Modalities -> MRI	True	4.666667	NaN
WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis	link	Lyu, Xinheng|Liang, Yuci|Chen, Wenting|Ding, Meidan|Yang, Jiaqi|Huang, Guolin|Zhang, Daokun|He, Xiangjian|Shen, Linlin	Modalities -> Microscopy	True	4.666667	NaN
Multi-modal Representations for Fine-grained Multi-label Critical View of Safety Recognition	link	Baby, Britty|Srivastav, Vinkle|Jain, Pooja P.|Yuan, Kun|Mascagni, Pietro|Padoy, Nicolas	Surgery -> Data Science	False	4.500000	1.0
Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision	link	Walimbe, Soham|Baby, Britty|Srivastav, Vinkle|Padoy, Nicolas	Surgery -> Data Science	False	4.500000	1.0
Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis	link	Kim, Chanyoung|Ju, Dayun|Kim, Jinyeong|Han, Woojung|Alcover-Couso, Roberto|Hwang, Seong Jae	Modalities -> CT / X-Ray	True	4.333333	NaN
SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model	link	Jiang, Xixi|Yang, Chen|Zhang, Liang|Cheng, Tim Kwang-Ting|Yang, Xin	Modalities -> MRI	True	4.333333	NaN
Noise-Controllable Complex-Valued Diffusion Model for k-Space Data of Hyperpolarized 129Xe Lung MRI Generation	link	Han, Linxuan|Xiao, Sa|Li, Muhong|Liu, Jinghan|Zhou, Xin	Surgery -> Mixed / Augmented / Virtual Reality	True	4.333333	NaN
CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning	link	Zhang, Jie|Xu, Mengya|Wang, Yiwei|Dou, Qi	Surgery -> Scene Understanding	True	4.333333	NaN
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis	link	Bongratz, Fabian|Wolf, Tom Nuno|Gual Ramon, Jaume|Wachinger, Christian	Modalities -> MRI	True	4.333333	NaN
Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions	link	Lucassen, Ruben T.|Moonemans, Sander P. J.|van de Luijtgaarden, Tijn|Breimer, Gerben E.|Blokx, Willeke A. M.|Veta, Mitko	Modalities -> Microscopy	False	4.333333	1.0
Dual Correlation-aware Mamba for Microvascular Obstruction Identification in Non-contrast Cine Cardiac Magnetic Resonance	link	Yan, Yige|Cheng, Jun|Yang, Xulei|Leng, Shuang|Tan, Ru San|Zhong, Liang|Rajapakse, Jagath C.	Modalities -> MRI	True	4.333333	NaN
TransSino: Prior Sinogram Pattern-Based Transformer for Limited-Angle CT Image Segmentation	link	Yoon, Jae Hyun|Lee, Yeong Jong|Yoo, Seok Bong	Modalities -> CT / X-Ray	True	4.333333	NaN
CD-PolypNet: Cross-Domain Polyp Segmentation Network with Internal Feature Distillation and Dual-Stream Boundary Focus via Large Vision Model	link	Yue, Changpeng|Zhao, Jianxiang|Wang, Chao|Zhao, Xinglun|Mao, Axiu|Hou, Jia|Yan, Chenggang|Zhao, Kai|Wang, Shuai	Modalities -> Endoscopy	False	4.333333	1.0
Bridging Classical and Learning-based Iterative Registration through Deep Equilibrium Models	link	Zhang, Yi|Zhao, Yidong|Tao, Qian	Modalities -> MRI	False	4.333333	1.0
Self-adaptive Vision-Language Model for 3D Segmentation of Pulmonary Artery and Vein	link	Guo, Xiaotong|Yang, Deqian|Wang, Dan|Zhu, Ying|Zhao, Haochen|Li, Yuan|Sui, Zhilin|Zhou, Tao|Zhang, Lijun|Meng, Hui|Meng, Yanda	Surgery -> Scene Understanding	True	4.333333	NaN
Multi-Modal Graph-Based Machine Learning for Predicting Surgical Outcome in Epilepsy Patients	link	Aharonyan, Artur Arturi|Amir, Syeda Abeera|Wittayanakorn, Nunthasiri|Linguraru, Marius George|Oluigbo, Chima|Anwar, Syed Muhammad	Surgery -> Planning and Simulation	True	4.333333	NaN
Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention	link	Li, Zhenghong|Ren, Jiaxiang|Cheng, Wensheng|Liu, Yanzuo|Du, Congwu|Pan, Yingtian|Ling, Haibin	Modalities -> Other	True	4.333333	NaN
MNM: Multi-level Neuroimaging Meta-analysis with Hyperbolic Brain-Text Representations	link	Baek, Seunghun|Lee, Jaejin|Sim, Jaeyoon|Jeong, Minjae|Kim, Won Hwa	Modalities -> Other	True	4.333333	NaN
UNSURF: Uncertainty Quantification for Cortical Surface Reconstruction of Clinical Brain MRIs	link	Gopinath, Karthik|Mehta, Raghav|Glocker, Ben|Iglesias, Juan Eugenio	Modalities -> MRI	False	4.333333	0.5
Iterative Deployment Exposure for Unsupervised Out-of-Distribution Detection	link	Doorenbos, Lars|Sznitman, Raphael|Márquez-Neila, Pablo	Modalities -> Other	True	4.333333	NaN
OralSAM: One-shot Segmentation for Intraoral Ultrasound Videos with Adaptive Feature Correlation and Self-prompting Strategy	link	Kumaralingam, Logiraj|Sivaanpu, Anparasy|Hoang, Manh-Hai|Alavi, Javaneh|Nguyen, Kim-Cuong T.|Punithakumar, Kumaradevan|Lou, Edmond H. M.|Major, Paul|Le, Lawrence H.	Modalities -> Ultrasound	True	4.333333	NaN
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications	link	Tang, Yucheng|Fu, Yunguan|Yi, Weixi|Wang, Yipei|Alexander, Daniel C.|Davies, Rhodri|Hu, Yipeng	Modalities -> MRI	True	4.333333	NaN
Multi-Agent Reasoning for Cardiovascular Imaging Phenotype Analysis	link	Zhang, Weitong|Qiao, Mengyun|Zang, Chengqi|Niederer, Steven|Matthews, Paul M.|Bai, Wenjia|Kainz, Bernhard	Surgery -> Skill and Work Flow Analysis	False	4.333333	1.0
Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia Screening	link	Sheng, Xicheng|Zhang, Yang|Li, Lei|Chen, Bailiang|Odille, Freddy|Zhuang, Xiahai	Modalities -> MRI	False	4.333333	1.0
Multi-Linear 3D Craniofacial Infant Shape Model	link	Schnabel, Till N.|Lill, Yoriko|Benitez, Benito K.|Krief, Gaspard|Tapia Corón, Sebastián|Prüfer, Friederike|Metzler, Philipp|Mueller, Andreas A.|Gross, Markus|Solenthaler, Barbara	Surgery -> Planning and Simulation	False	4.333333	1.0
Learning Segmentation from Radiology Reports	link	Bassi, Pedro R. A. S.|Li, Wenxuan|Chen, Jieneng|Zhu, Zheren|Lin, Tianyu|Decherchi, Sergio|Cavalli, Andrea|Wang, Kang|Yang, Yang|Yuille, Alan L.|Zhou, Zongwei	Modalities -> CT / X-Ray	False	4.333333	1.0
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration	link	Billot, Benjamin|Muthukrishnan, Ramya|Abaci Turk, Esra|Grant, P. Ellen|Ayache, Nicholas|Delingette, Hervé|Golland, Polina	Modalities -> MRI	False	4.333333	0.5

Papers with the best post-rebuttal review score (top 10%)

	url	authors	category	early_accept	mean_review_score	mean_rebuttal_score
title
A Prior-Driven Lightweight Network for Endoscopic Exposure Correction	link	Wu, Zhijian|Wang, Hong|Shi, Yuxuan|Huang, Dingjiang|Zheng, Yefeng	Modalities -> Endoscopy	False	4.000000	1.0
Surface-based Multi-Axis Longitudinal Disentanglement Using Contrastive Learning for Alzheimer’s Disease	link	Zhang, Jianwei|Shi, Yonggang	Modalities -> MRI	False	3.333333	1.0
Restyled, Tuning, and Alignment: Taming VLMs for Federated Non-IID Medical Image Analysis	link	Chen, Shengchao|Shu, Ting	Modalities -> Photograph / Video	False	3.666667	1.0
Contour Makes It Stronger: Cross-Domain Cephalometric Landmark Detection Based on Contour Priors	link	Liang, Xinyue|Chen, Runnan|Wei, Guangshun|Zhuang, Shaojie|Zhou, Yuanfeng	Modalities -> CT / X-Ray	False	4.000000	1.0
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification	link	Zhang, Yunlong|Li, Honglin|Sun, Yuxuan|Shui, Zhongyi|Li, Jingxiong|Zhu, Chenglu|Yang, Lin	Modalities -> Microscopy	False	4.000000	1.0
Unleashing the Power of LLMs for Medical Video Answer Localization	link	Xiao, Junbin|Li, Qingyun|Yang, Yusen|Qiu, Liang|Yao, Angela	Modalities -> Photograph / Video	False	3.333333	1.0
Med-BiasX: Robust Medical Visual Question Answering with Language Biases	link	Zhu, Huanjia|Liu, Yishu|Zhou, Chengju|Lu, Guangming|Chen, Bingzhi	Modalities -> CT / X-Ray	False	3.666667	1.0
Pathology-aware Virtual H&E Staining of Section-free Thick Tissues with Semantic Contrastive Guidance	link	Oh, Jintaek|Shi, Lulin|Wong, Terence T. W.	Modalities -> Microscopy	False	4.000000	1.0
SPromptGL: Semantic Prompt Guided Graph Learning for Multi-modal Brain Disease	link	Wan, Xixi|Jiang, Bo|Li, Shihao|Zheng, Aihua	Modalities -> Other	False	3.333333	1.0
Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution	link	Luo, Yiwen|Tang, Xiaoying|Yuan, Yixuan	Modalities -> MRI	False	3.666667	1.0
Solving Medical Multi-Label Domain Adaptation via Wasserstein Adversarial Learning with Class-Level Alignment	link	Liu, Wenjie|Miao, Fuyou|Wang, Xu	Modalities -> CT / X-Ray	False	4.000000	1.0
Synchronous Inhibition and Activation for Weakly Supervised Semantic Segmentation of Pathology Images	link	Fan, Jiansong|Di, Yicheng|Bao, Jiayu|Li, Lihua|Pan, Xiang	Surgery -> Data Science	False	3.333333	1.0
Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation	link	Kim, Youngmin|Kim, Saejin|Moon, Hoyeon|Yu, Youngjae|Noh, Junhyug	Modalities -> Microscopy	False	4.333333	1.0
Mesh4D: A Motion-Aware Multi-View Variational Autoencoder for 3D+t Mesh Reconstruction	link	Qiao, Mengyun|Zheng, Jin|Zhang, Weitong|Ma, Qiang|Li, Liu|Kainz, Bernhard|O’Regan, Declan P.|Matthews, Paul M.|Niederer, Steven|Bai, Wenjia	Modalities -> MRI	False	3.666667	1.0
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI	link	Graf, Robert|Möller, Hendrik|Starck, Sophie|Atad, Matan|Braun, Philipp|Stelter, Jonathan|Peters, Annette|Krist, Lilian|Willich, Stefan N.|Völzke, Henry|Bülow, Robin|Pischon, Tobias|Niendorf, Thoralf|Paetzold, Johannes C.|Karampinos, Dimitrios|Rueckert, Daniel|Kirschke, Jan	Modalities -> MRI - Functional MRI	False	4.000000	1.0
Physics informed guided diffusion for accelerated multi-parametric MRI reconstruction	link	Mayo, Perla|Pirkl, Carolin M.|Achim, Alin|Menze, Bjoern|Golbabaee, Mohammad	Modalities -> MRI	False	3.333333	1.0
Cycle Context Verification for In-Context Medical Image Segmentation	link	Hu, Shishuai|Liao, Zehui|Zhen, Liangli|Fu, Huazhu|Xia, Yong	Modalities -> CT / X-Ray	False	3.666667	1.0
Location-Guided Automated Lesion Captioning in Whole-body PET/CT Images	link	Yu, Mingyang|Gao, Yaozong|Shu, Yiran|Chen, Yanbo|Liu, Jingyu|Jiang, Caiwen|Sun, Kaicong|Cui, Zhiming|Zhang, Weifang|Zhan, Yiqiang|Zhou, Xiang Sean|Zhong, Shaonan|Wang, Xinlu|Zhao, Meixin|Shen, Dinggang	Modalities -> Nuclear Imaging	False	3.666667	1.0
PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development	link	Zhou, Zhenhuan|Zhang, Yuchen|Xu, Ruihong|Zhao, Xuansen|Li, Tao	Modalities -> Photograph / Video	False	4.000000	1.0
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion	link	Zhang, Hantao|Liu, Yuhe|Yang, Jiancheng|Guo, Weidong|Wang, Xinyuan|Fua, Pascal	Modalities -> MRI	False	3.666667	1.0
Spatiotemporal-Sensitive Network for Microvascular Obstruction Segmentation from Cine Cardiac Magnetic Resonance	link	Yu, Yang|Kok, Christopher|Wang, Jiahao|Cheng, Jun|Leng, Shuang|Tan, Ru San|Zhong, Liang|Yang, Xulei	Modalities -> Photograph / Video	False	3.666667	1.0
Treat: A Unified Text-guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning	link	Kim, Sangwook|Gao, Yuan|Purdie, Thomas G.|McIntosh, Chris	Modalities -> CT / X-Ray	False	3.333333	1.0
Maverick: Collaboration-free Federated Unlearning for Medical Privacy	link	Ong, Win Kent|Chan, Chee Seng	Modalities -> Photograph / Video	False	4.000000	1.0
GoCa: Trustworthy Multi-Modal RAG with Explicit Thinking Distillation for Reliable Decision-Making in Med-LVLMs	link	Dai, Pengyu|Ou, Yafei|Yang, Yuqiao|Jin, Ze|Suzuki, Kenji	Modalities -> CT / X-Ray	False	3.333333	1.0
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch Sampling	link	Jeon, Young Seok|Yang, Hongfei|Fu, Huazhu|Kway, Yeshe|Feng, Mengling	Modalities -> MRI	False	3.666667	1.0
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis	link	Serebro, Doron|Riklin-Raviv, Tammy	Modalities -> MRI	False	4.000000	1.0
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts	link	Meng, Runqi|Song, Sifan|Jin, Pengfei|Teng, Lin|Wang, Yulin|Sun, Yiqun|Chen, Ling|Oh, Yujin|Li, Xiang|Li, Quanzheng|Guo, Ning|Shen, Dinggang	Body -> Abdomen	False	4.000000	1.0
Anatomical Structure Few-Shot Detection Utilizing Enhanced Human Anatomy Knowledge in Ultrasound Images	link	Zhu, Ying|Liang, Bocheng|Li, Ningshu|Zhao, Lei|Li, Xi|Li, Hao|Yang, Fengwei|Pu, Bin	Surgery -> Other	False	3.666667	1.0
TESLA: Test-time Reference-free Through-plane Super-resolution for Multi-contrast Brain MRI	link	Choi, Yoonseok|Jung, Sunyoung|Al-masni, Mohammed A.|Yang, Ming-Hsuan|Kim, Dong-Hyun	Modalities -> MRI	False	4.000000	1.0
PRGNN: Pyramidal Region Graph Neural Network for Region-Based Brain PET Classification	link	Kim, Daesung|Seo, Seungbeom|Kim, Boosung|Choo, Kyobin|Jun, Youngjun|Yun, Mijin	Modalities -> Nuclear Imaging	False	3.333333	1.0
ADA: An Adaptive Augmentation Framework for Single-Source Domain Generalization in Medical Image Segmentation	link	Huang, Runlin|Cai, Hongmin|Zhuo, Weipeng|Cai, Shangyan|Lin, Haowei|Fan, Wentao|Su, Weifeng	Surgery -> Data Science	False	3.666667	1.0
Learning with Explicit Topological Priors for Chest X-ray Rib Segmentation	link	Zhao, Xiaowei|Li, Chenglong|Tang, Jin|Li, Chuanfu	Modalities -> CT / X-Ray	False	3.666667	1.0
Cross-Modality Masked Learning for Survival Prediction in ICI Treated NSCLC Patients	link	Xing, Qilong|Song, Zikai|Gong, Bingxin|Yang, Lian|Yu, Junqing|Yang, Wei	Modalities -> CT / X-Ray	False	4.000000	1.0
T2GS: Comprehensive Reconstruction of Dynamic Surgical Scenes with Gaussian Splatting	link	Xu, Jinjing|Li, Chenyang|Liu, Peng|Pfeiffer, Micha|Liu, Liwen|Docea, Reuben|Wagner, Martin|Speidel, Stefanie	Surgery -> Scene Understanding	False	4.000000	1.0
ODES: Online Domain Adaptation with Expert Guidance for Medical Image Segmentation	link	Islam, Md Shazid|Nag, Sayak|Dutta, Arindam|Ahmed, Sk Miraj|Niloy, Fahim Faisal|Bera, Shreyangshu|Roy-Chowdhury, Amit K.	Modalities -> MRI	False	3.750000	1.0
PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis	link	Saadat, Armin|Hashemi, Nima|Vaseli, Hooman|Tsang, Michael Y.|Luong, Christina|Van de Panne, Michiel|Tsang, Teresa S. M.|Abolmaesumi, Purang	Special Topic -> MIC and CAI Solutions for Limited-Resource Environments	False	3.666667	1.0
Unsupervised Structure-Geometric Consistency for Monocular Endoscopic Depth Overestimation	link	Fan, Wenkang|Qiu, Enqi|Xu, Hongzhi|Luo, Xiongbiao	Surgery -> Navigation	False	3.666667	1.0
XOCT: Enhancing OCT to OCTA Translation via Cross-Dimensional Supervised Multi-Scale Feature Learning	link	Khosravi, Pooya|Han, Kun|Wu, Anthony T.|Rezvani, Arghavan|Feng, Zexin|Xie, Xiaohui	Modalities -> Other	False	4.000000	1.0
Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery	link	Bose, Rupak|Nwoye, Chinedu Innocent|Lazo, Jorge F.|Lavanchy, Joël L.|Padoy, Nicolas	Surgery -> Data Science	False	3.666667	1.0
SV-DRR: High-Fidelity Novel View X-Ray Synthesis Using Diffusion Model	link	Xie, Chun|Yoshii, Yuichi|Kitahara, Itaru	Surgery -> Planning and Simulation	False	3.666667	1.0
Unsupervised OCT image interpolation using deformable registration and generative models	link	Wei, Shuwen|Remedios, Samuel W.|Bian, Zhangxing|Wang, Shimeng|Chen, Junyu|Liu, Yihao|Jedynak, Bruno|Liu, Tin Y. A.|Saidha, Shiv|Calabresi, Peter A.|Prince, Jerry L.|Carass, Aaron	Modalities -> Other	False	3.666667	1.0
VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation	link	Huang, Peng|Fu, Junhu|Guo, Bowen|Li, Zeju|Wang, Yuanyuan|Guo, Yi	Surgery -> Other	False	3.666667	1.0
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation	link	Baklouti, Ghassen|Silva-Rodríguez, Julio|Dolz, Jose|Bahig, Houda|Ben Ayed, Ismail	Modalities -> CT / X-Ray	False	3.666667	1.0
RAPTOR: Generative AI for Parsing Colorectal Cancer Referrals to Streamline Faster Diagnostic Standard Pathways	link	Abioye, Sofiat|Ashraf, Shazad|Qadir, Junaid|Byfield, Adam|Jose, Anusha|Poulett, William|Wallace, Ben|Butt, Adil|Forde, Colm|Mottershead, Marcus|Fallis, Simon|Beggs, Andrew|Bhangu, Aneel|Akanbi, Lukman|Bilal, Muhammad	Modalities -> Other	False	4.000000	1.0
RefineSeg: Dual Coarse-to-Fine Learning for Medical Image Segmentation	link	Du, Anghong|Aung, Nay|Arvanitis, Theodoros N.|Piechnik, Stefan K.|Lima, Joao A. C.|Petersen, Steffen E.|Zhang, Le	Modalities -> MRI	False	3.333333	1.0
DeepAf: One-Shot Spatiospectral Auto-Focus Model for Digital Pathology	link	Yeganeh, Yousef|Frantzen, Maximilian|Lee, Michael|Hsing-Yu, Kun|Navab, Nassir|Farshad, Azade	Modalities -> Robotics	False	3.333333	1.0
DINO Adapted to X-Ray (DAX): Foundation Models for Intraoperative X-Ray Imaging	link	Scheuplein, Joshua|Rohleder, Maximilian|Maier, Andreas|Kreher, Björn	Surgery -> Data Science	False	3.666667	1.0
Source-Free Domain Adaptation for Cross-Modality Cardiac Image Segmentation with Contrastive Class Relationship Consistency	link	Ma, Ao|Zhu, Qingpeng|Li, Jingjing|Nielsen, Mads|Chen, Xu	Modalities -> MRI	False	3.333333	1.0
D2MAE: Diffusional Deblurring MAE for Ultrasound Image Pre-training	link	Kang, Qingbo|Gao, Jun|Zhao, Hongkai|He, Zhu|Li, Kang|Lao, Qicheng	Modalities -> Ultrasound	False	3.666667	1.0
Multi-Agent Reasoning for Cardiovascular Imaging Phenotype Analysis	link	Zhang, Weitong|Qiao, Mengyun|Zang, Chengqi|Niederer, Steven|Matthews, Paul M.|Bai, Wenjia|Kainz, Bernhard	Surgery -> Skill and Work Flow Analysis	False	4.333333	1.0
FOCUS: Feature Replay with Optimized Channel-Consistent Dropout for U-Net Skip-Connections	link	Joham, Simon Johannes|Thaler, Franz|Hadzic, Arnela|Urschler, Martin	Modalities -> MRI	False	3.333333	1.0
WiD-PET: PET Image Reconstruction from Low-Dose Data Using a Wavelet-Informed Diffusion Model with Fast Inference	link	Lyu, Qingcheng|Chen, Tong|Wang, Yiran|Guo, Erjian|Zhou, Luping	Modalities -> Other	False	4.333333	1.0
Predicting Radiation Therapy Response based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI	link	Hao, Xinyu|Xu, Hongming|Zhang, Qibin|Xu, Qi|Wang, Xiaofeng|Polonen, Ilkka|Cong, Fengyu	Modalities -> MRI - Diffusion Imaging	False	3.666667	1.0
Temporally-Aware Supervised Contrastive Learning for Polyp Counting in Colonoscopy	link	Parolari, Luca|Cherubini, Andrea|Ballan, Lamberto|Biffi, Carlo	Modalities -> Endoscopy	False	4.000000	1.0
Improving Medical Image Segmentation with Implicit Representation and Noisy Label Robustness	link	Kumari, Suruchi|Singh, Harshdeep|Singh, Pravendra	Modalities -> CT / X-Ray	False	3.666667	1.0
RetFiner: A Vision-Language Refinement Scheme for Retinal Foundation Models	link	Fecso, Ronald|Morano, José|Schmidt-Erfurth, Ursula|Bogunović, Hrvoje	Modalities -> Other	False	4.000000	1.0
GL-LCM: Global-Local Latent Consistency Models for Fast High-Resolution Bone Suppression in Chest X-Ray Images	link	Sun, Yifei|Chen, Zhanghao|Zheng, Hao|Lu, Yuqing|Duan, Lixin|Fan, Fenglei|Elazab, Ahmed|Wan, Xiang|Wang, Changmiao|Ge, Ruiquan	Modalities -> CT / X-Ray	False	4.000000	1.0
MvHo-IB: Multi-View Higher-Order Information Bottleneck for Brain Disorder Diagnosis	link	Zhang, Kunyu|Li, Qiang|Yu, Shujian	Modalities -> MRI - Functional MRI	False	3.666667	1.0
BayeSMM: Robust Deep Combined Computing Tackling Heavy-tailed Distribution in Medical Images	link	Liu, Yuanye|Zhen, Ruoxuan|Gao, Shangqi|Luo, Xinzhe|Gao, Xin|Chen, Qingchao|Zhuang, Xiahai	Modalities -> MRI	False	4.000000	1.0
SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training	link	Wang, Rongsheng|Tang, Fenghe|Yao, Qingsong|Yan, Rui|Zhang, Xu|Huang, Zhen|Lai, Haoran|He, Zhiyang|Tao, Xiaodong|Jiang, Zihang|Zhou, S. Kevin	Modalities -> CT / X-Ray	False	4.000000	1.0
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster	link	Tang, Fenghe|Ma, Wenxin|He, Zhiyang|Tao, Xiaodong|Jiang, Zihang|Zhou, S. Kevin	Modalities -> Ultrasound	False	3.666667	1.0
HARM3-Fusion: Hierarchical Attentional Representation Learning of Multi-Modal, Multi-Temporal, and Multi-Sequence Fusion for Pathological Complete Response Prediction of Head and Neck Squamous Cell Carcinoma	link	Wang, Jianye|Liu, Xinyue|Gong, Zhiying|Yang, Lingjie|Zhang, Hanwen|Long, Yu|Fan, Yimeng|Jiang, Yuncheng|Duan, Xiaohui|Zhao, Weibing	Surgery -> Data Science	False	4.000000	1.0
Knowledge-guided Multi-scale Graph Mamba for Whole Slide Image Classification	link	Duan, Minghong|Yang, Zhiwei|Ma, Yingfan|Wang, Manning|Song, Zhijian	Modalities -> Microscopy	False	3.666667	1.0
Ambiguous Medical Image Segmentation Using Diffusion Schrödinger Bridge	link	Baru, Lalith Bharadwaj|Dadi, Kamalaker|Chakraborti, Tapabrata|Bapi, Raju S.	Modalities -> CT / X-Ray	False	3.666667	1.0
Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction	link	Silva-Rodríguez, Julio|Ben Ayed, Ismail|Dolz, Jose	Modalities -> Other	False	4.000000	1.0
RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation using Vision-Language Foundation Models	link	Saremi, Parham|Kumar, Amar|Mohamed, Mohamed|TehraniNasab, Zahra|Arbel, Tal	Modalities -> Photograph / Video	False	3.666667	1.0
Future Slot Prediction for Unsupervised Object Discovery in Surgical Video	link	Liao, Guiqiu|Jogan, Matjaz|Hussing, Marcel|Zhang, Edward|Eaton, Eric|Hashimoto, Daniel A.	Surgery -> Data Science	False	4.000000	1.0
Deep Learning-based Alignment Measurement in Knee Radiographs	link	Hu, Zhisen|Cullen, Dominic|Thompson, Peter|Johnson, David|Bian, Chang|Tiulpin, Aleksei|Cootes, Timothy|Lindner, Claudia	Modalities -> CT / X-Ray	False	3.333333	1.0
Improving Autism Detection with Multimodal Behavioral Analysis	link	Saakyan, William|Norden, Matthias|Eversmann, Lola|Kirsch, Simon|Lin, Muyu|Guendelman, Simon|Dziobek, Isabel|Drimalla, Hanna	Modalities -> Photograph / Video	False	4.333333	1.0
Enhancing Radiology Report Interpretation through Modality-Specific RadGraph Fine-Tuning	link	Guan, Haoyue|Dai, Yuwei|Afyouni, Shadi|Kain, Alec|Hsu, Wen-Chi|Cheng, Jiashu|Yao, Sophie|Wang, Yuli|Wu, Jing|Pulakhandam, Rishitha|Zhao, Lin-Mei|Zhu, Chengzhang|Jiao, Zhicheng|Jones, Craig|Bai, Harrison	Modalities -> Ultrasound	False	3.666667	1.0
Unsupervised Cardiac Video Translation Via Motion Feature Guided Diffusion Model	link	Deb, Swakshar|Wu, Nian|Epstein, Frederick H.|Zhang, Miaomiao	Modalities -> MRI	False	3.666667	1.0
NERO: Explainable Out-of-Distribution Detection with Neuron-level Relevance in Gastrointestinal Imaging	link	Chhetri, Anju|Korhonen, Jari|Gyawali, Prashnna|Bhattarai, Binod	Modalities -> Endoscopy	False	4.000000	1.0
High-Precision Mixed Feature Fusion Network Using Hypergraph Computation for Cervical Abnormal Cell Detection	link	Li, Jincheng|Dong, Danyang|Zheng, Menglin|Zhang, Jingbo|Hang, Yueqin|Zhang, Lichi|Zhao, Lili	Surgery -> Other	False	3.333333	1.0
Tree-based Semantic Losses: Application to Sparsely-supervised Large Multi-class Hyperspectral Segmentation	link	Wang, Junwen|Maccormac, Oscar|Rochford, William|Kujawa, Aaron|Shapey, Jonathan|Vercauteren, Tom	Modalities -> Other	False	3.666667	1.0
Variational Visible Layers: A Practical Framework for Uncertainty Estimation	link	Abboud, Zeinab|Lombaert, Herve|Kadoury, Samuel	Modalities -> Other	False	3.333333	1.0
Medical Large Vision Language Models with Multi-Image Visual Ability	link	Yang, Xikai|Miao, Juzheng|Yuan, Yuchen|Wang, Jiaze|Dou, Qi|Li, Jinpeng|Heng, Pheng-Ann	Modalities -> Other	False	4.333333	1.0
BioD2C: A Dual-level Semantic Consistency Constraint Framework for Biomedical VQA	link	Ji, Zhengyang|Gao, Shang|Liu, Li|Jia, Yifan|Yue, Yutao	Surgery -> Data Science	False	4.000000	1.0
U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation	link	Lumetti, Luca|Capitani, Giacomo|Ficarra, Elisa|Calderara, Simone|Grana, Costantino|Porrello, Angelo|Bolelli, Federico	Modalities -> CT / X-Ray	False	4.000000	1.0
RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions	link	Ning, Junzhi|Tang, Cheng|Zhou, Kaijing|Song, Diping|Liu, Lihao|Hu, Ming|Li, Wei|Xu, Huihui|Su, Yanzhou|Li, Tianbin|Liu, Jiyao|Ye, Jin|Zhang, Sheng|Ji, Yuanfeng|He, Junjun	Modalities -> Photograph / Video	False	3.666667	1.0
VesselGPT: Autoregressive Modeling of Vascular Geometry	link	Feldman, Paula|Sinnona, Martin|Delrieux, Claudio|Siless, Viviana|Iarussi, Emmanuel	Modalities -> MRI	False	3.000000	1.0
BiSCoT: Behavior-Informed Subgroup-Consistent Connectome Template for Interpretable Brain Network Analysis	link	Chen, Zijian|Beeler-Duden, Stefen|Lawson, Sophie|Jacokes, Zachary|Van Horn, John Darrell|Pelphrey, Kevin A.|Venkataraman, Archana	Modalities -> MRI - Functional MRI	False	3.666667	1.0
Automatic dataset shift identification to support safe deployment of medical imaging AI	link	Roschewitz, Mélanie|Mehta, Raghav|Jones, Charles|Glocker, Ben	Modalities -> CT / X-Ray	False	3.333333	1.0
Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation	link	He, Rongzhao|Zheng, Weihao|Zhao, Leilei|Wang, Ying|Zhu, Dalin|Wu, Dan|Hu, Bin	Modalities -> MRI	False	4.000000	1.0
HalF-SAM: SAM-based Haustral Fold Detection In Colonoscopy with Debris Suppression and Temporal Consistency	link	Golhar, Mayank|Huang, Luojie|Durr, Nicholas J.	Surgery -> Scene Understanding	False	4.000000	1.0
TReND: Transformer derived features and Regularized NMF for neonatal functional network Delineation	link	Mohapatra, Sovesh|Ouyang, Minhui|Tan, Shufang|Guo, Jianlin|Sun, Lianglong|He, Yong|Huang, Hao	Modalities -> MRI - Functional MRI	False	4.333333	1.0
Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction	link	Eijpe, Aniek|Lakbir, Soufyan|Erdal Cesur, Melis|Oliveira, Sara P.|Abeln, Sanne|Silva, Wilson	Modalities -> Other	False	4.333333	1.0
HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors	link	Yao, Xincheng|Yang, Yijun|Guo, Kangwei|Xiao, Ruiqiang|Zhou, Haipeng|Tao, Haisu|Yang, Jian|Zhu, Lei	Special Topic -> Low-Cost and Point-of-Care Imaging Solutions	False	3.666667	1.0
Clinical Data-Driven Retrieval-Augmented Model for Lung Nodule Malignancy Prediction	link	Hou, Ruibo|Chai, Shurong|Jain, Rahul Kumar|Li, Yinhao|Liu, Jiaqing|Teng, Shiyu|Shi, Xiaoyu|Lin, Lanfen|Chen, Yen-Wei	Modalities -> CT / X-Ray	False	4.333333	1.0
Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound	link	Zhu, Zhiyuan|Wang, Jian|Jiang, Yong|Han, Tong|Huang, Yuhao|Zhang, Ang|Yang, Kaiwen|Luo, Mingyuan|Liu, Zhe|Duan, Yaofei|Ni, Dong|Tang, Tianhong|Yang, Xin	Modalities -> Ultrasound	False	4.000000	1.0
UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound	link	Yu, Junxuan|Duan, Yaofei|Huang, Yuhao|Wang, Yu|Ling, Rongbo|Luo, Weihao|Zhang, Ang|Xu, Jingxian|Ni, Qiongying|Zhou, Yongsong|Li, Binghan|Dou, Haoran|Liu, Liping|Chu, Yanfen|Geng, Feng|Sheng, Zhe|Ding, Zhifeng|Zhang, Dingxin|Huang, Rui|Zhang, Yuhang|Xu, Xiaowei|Tan, Tao|Ni, Dong|Gou, Zhongshan|Yang, Xin	Modalities -> Ultrasound	False	3.750000	1.0
Guiding Quantitative MRI Reconstruction with Phase-wise Uncertainty	link	Sun, Haozhong|Li, Zhongsen|Du, Chenlin|Li, Haokun|Wang, Yajie|Chen, Huijun	Modalities -> MRI	False	3.666667	1.0
TGSAM-2: Text-Guided Medical Image Segmentation using Segment Anything Model 2	link	Yuan, Runtian|Zhou, Ling|Xu, Jilan|Li, Qingqiu|Chen, Mohan|Zhang, Yuejie|Feng, Rui|Zhang, Tao|Gao, Shang	Modalities -> Ultrasound	False	4.000000	1.0
D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-invariant CAM	link	Yi, Jingjun|Bi, Qi|Zheng, Hao|Zhan, Haolan|Ji, Wei|Huang, Huimin|Li, Yuexiang|Li, Shaoxin|Wu, Xian|Zheng, Yefeng|Huang, Feiyue	Modalities -> Microscopy	False	3.333333	1.0
Learning Foundation Models from Multi-Organ Medical Images by Capturing Consistency and Diversity of Anatomical Structures	link	Hosseinzadeh Taher, Mohammad Reza|Hong, Junpyo|Soni, Ravi|Avinash, Gopal	Modalities -> CT / X-Ray	False	4.333333	1.0
Spatial Prior-Guided Boundary and Region-Aware 2D Lesion Segmentation in Neonatal Hypoxic Ischemic Encephalopathy	link	Rao, Amog|Shukla, Ananya|Bhargava, Jia|Ou, Yangming|Bao, Rina	Modalities -> MRI - Diffusion Imaging	False	3.666667	1.0
Supervised Diffusion-Model-Based PET Image Reconstruction	link	Webber, George|Hammers, Alexander|King, Andrew P.|Reader, Andrew J.	Modalities -> Other	False	3.666667	1.0
PathoCellBench: A Comprehensive Benchmark for Cell Phenotyping	link	Lüscher, Jérôme|Koreuber, Nora|Franzen, Jannik|Reith, Fabian H.|Winklmayr, Claudia|Baumann, Elias|Schürch, Christian M.|Kainmüller, Dagmar|Rumberger, Josef Lorenz	Modalities -> Microscopy	False	3.333333	1.0
Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation	link	Gotkowski, Karol|Maier-Hein, Klaus H.|Isensee, Fabian	Modalities -> MRI	False	4.000000	1.0
NIMOSEF: Neural implicit motion and segmentation functions	link	Banus, Jaume|Delaloye, Antoine|M. Gordaliza, Pedro|Georgantas, Costa|van Heeswijk, Ruud B.|Richiardi, Jonas	Surgery -> Data Science	False	4.000000	1.0
FoundBioNet: A Foundation-Based Model for IDH Genotyping of Glioma from Multi-Parametric MRI	link	Farahani, Somayeh|Hejazi, Marjaneh|Di Ieva, Antonio|Liu, Sidong	Modalities -> MRI	False	4.000000	1.0
PSAT: Pediatric Segmentation Approaches via Adult Augmentations and Transfer Learning	link	Kirscher, Tristan|Faisan, Sylvain|Coubez, Xavier|Barrier, Loris|Meyer, Philippe	Modalities -> CT / X-Ray	False	4.000000	1.0
Regression-assisted Classification for CT-based Portal Hypertension Diagnosis	link	Cai, Wuque|He, Jiayi|Guo, Xu|Sun, Hongze|Tong, Huan|Wei, Bo|Wu, Hao|Yao, Dezhong|Guo, Daqing	Modalities -> CT / X-Ray	False	4.333333	1.0