MICCAI 2025

1,027 papers

Prolog-Driven Rule-Based Diagnostics with Large Language Models for Precise Clinical Decision Support

Xiaoyu Tan, Bin Li, Weidi Xu, Chao Qu, Wei Chu

Progression-Aware Generative Model Enhancing Baseline Visit Prediction of Early Alzheimer’s Disease

Xingyu Gao, Runyi Guo, Zhe Zhao

ProgreSpine: Inherently Explainable Prototypical Regression for Spine Age Estimation

Roozbeh Bazargani, Saqib Basar, Sam Hashemi, Siavash Khallaghi

Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution

Yiwen Luo, Xiaoying Tang, Yixuan Yuan

Probabilistic Inverse Consistent Image Registration Using Sparse Bayesian Network

Shenglong Yang, Kangrong Xu, Zefeng He, Tianchao Feng, Xuan Yang

Probabilistic Integration of Renal Cancer Radiology and Pathology Using Graph Neural Networks

Shangqi Gao, Shangde Gao, Ines Machado, Mireia Crispin-Ortuzar

Privacy Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference

Jonghun Kim, Gyeongdeok Jo, Sinyoung Ra, Hyunjin Park

Prior-guided Prototype Aggregation Learning for Alzheimer’s Disease Diagnosis

Yueqin Diao, Huihui Fang, Hanyi Yu, Yuning Wang, Yaling Tao

PRGNN: Pyramidal Region Graph Neural Network for Region-Based Brain PET Classification

Daesung Kim, Seungbeom Seo, Boosung Kim, Kyobin Choo, Youngjun Jun

Pretraining on Chronic Lung Inflammatory Disease Datasets to Enhance Indeterminant Lung Cancer Classification using Masked Autoencoders

Axel H. P. Masquelin, Raul San Jose Estepar

Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster

Fenghe Tang, Wenxin Ma, Zhiyang He, Xiaodong Tao, Zihang Jiang

Pre-to-Post Operative MRI Generation with Retrieval-based Visual In-Context Learning

Bogyeong Kang, Sang-Jun Park, Minjoo Lim, Myeongkyun Kang, Keun-Soo Heo

PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning

Yeonkyung Lee, Woojung Han, Youngjun Jun, Hyeonmin Kim, Jungkyung Cho

PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy

Joanna Kaleta, Weronika Smolak-Dyżewska, Dawid Malarz, Diego Dall’Alba, Przemysław Korzeniowski

Predicting Radiation Therapy Response based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI

Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Xiaofeng Wang

Predicting Longitudinal Brain Development via Implicit Neural Representations

Maik Dannecker, Daniel Rueckert

Predicting Femoral Head Collapse Risk in Osteonecrosis Using Label Tokenization: A Multi-Modality Survival Analysis Approach

Ganping Li, Yoshito Otake, Yuito Kameda, Keisuke Uemura, Kazuma Takashima

Predicting Alzheimer’s Disease Progression Using a Regression-based Survival Model with Longitudinal Data

Ling Dai, Yiqun Sun, Jincheng Gu, Qinsen Bao, Feihong Liu

PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis

Armin Saadat, Nima Hashemi, Hooman Vaseli, Michael Y. Tsang, Christina Luong

PRADA: Protecting and Detecting Dataset Abuse for Open-source Medical Dataset

Jinhyeok Jang, Hong Joo Lee, Nassir Navab, Seong Tae Kim

PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development

Zhenhuan Zhou, Yuchen Zhang, Ruihong Xu, Xuansen Zhao, Tao Li

Pose as Clinical Prior: Learning Dual Representations for Scoliosis Screening

Zirui Zhou, Zizhao Peng, Dongyang Jin, Chao Fan, Fengwei An

PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis

Anwesa Choudhuri, Zhongpai Gao, Meng Zheng, Benjamin Planche, Terrence Chen

PolyMamba: Spatial-prior Guided Mamba for Polyp Segmentation with High-Frequency Enhancement

Renyu Fu, Shurui Hu, Xiao Zheng, Chang Tang, Xinwang Liu

PolarDETR: Enhancing Interpretability in Multi-modal Methods for Jawbone Lesion Detection in CBCT

Yuxuan Yang, Chen Zhong, Xinyue Zhang, Ruohan Ma, Gang Li

PMIL: Prompt enhanced Multimodal Integrative analysis of fMRI combining functional connectivity and temporal Latency

Hyoungshin Choi, Jonghun Kim, Jiwon Chung, Bo-yong Park, Hyunjin Park

PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans

Jiacheng Hao, Xiaoming Zhang, Wei Liu, Xiaoli Yin, Yuan Gao

Physiological neural representation for personalised tracer kinetic parameter estimation from dynamic PET

Kartikay Tehlan, Thomas Wendler

Physics-Informed Neural Operators for Tissue Elasticity Reconstruction

Youjin Kim, Jae Yong Lee, Junseok Kwon

Physics-Informed Neural ODEs for Temporal Dynamics Modeling in Cardiac T1 Mapping

Nuno Capitão, Yi Zhang, Yidong Zhao, Qian Tao

Physics-Informed Implicit Neural Representations for Joint B0 Estimation and Echo Planar Imaging

Wenqi Huang, Nan Wang, Congyu Liao, Yimeng Lin, Mengze Gao

Physics-guided deep image prior network for general zero-shot stain deconvolution

Jianan Chen, Lydia Y. Liu, Wenchao Han, Alison Cheung, Hubert Tsui

Physics-driven Signal Regularization in Diffusion Models for Multi-contrast MR Image Synthesis

Yejee Shin, Yunsu Byeon, Geonhui Son, Hanbyol Jang, Dosik Hwang

Physics informed guided diffusion for accelerated multi-parametric MRI reconstruction

Perla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern Menze, Mohammad Golbabaee

Phrase-grounded Fact-checking for Automatically Generated Chest X-ray Reports

Razi Mahmood, Diego Machado-Reyes, Joy Wu, Parisa Kaviani, Ken C. L. Wong

Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications

Ziyu Li, Yujian Hu, Zhengyao Ding, Yiheng Mao, Haitao Li

Phenotype Representation and Analysis via Discriminative Atypicality (PRADA) to capture the structural heterogeneity of Autism Spectrum Disorder

Emre Onemli, Ahsan Mahmood, Omar Azrak, Dea Garic, Meghan R. Swanson

Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery

Bhuvan Sachdeva, Naren Akash, Tajamul Ashraf, Simon Müller, Thomas Schultz

PFESA: FFT-based Parameter-Free Edge and Structure Attention for Medical Image Segmentation

Mingqian Li, Zhiqian Yan, Miaoning Yan, Yaodong Liang, Qingmao Zhang

Personalized Federated Side-Tuning for Medical Image Classification

Jiayi Chen, Benteng Ma, Yongsheng Pan, Bin Pu, Hengfei Cui

PerioDet: Large-Scale Panoramic Radiograph Benchmark for Clinical-Oriented Apical Periodontitis Detection

Xiaocheng Fang, Jieyi Cai, Huanyu Liu, Chengju Zhou, Minhua Lu

PedCLIP: A Vision-Language model for Pediatric X-rays with Mixture of Body part Experts

Ta Duc Huy, Abin Shoby, Sen Tran, Yutong Xie, Qi Chen

PD-UniST: Prompt-Driven Universal Model for Unpaired H&E-to-IHC Stain Translation

Chujie Zhang, Yangyang Xie, Yinhao Li, Xiao Liang, Lanfen Lin

PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction

Yuxuan Long, Yulin Zhang, Hong Wang, Xiaodong Kuang, Hailiang Huang

PDF-Net: Prototype-Aware Dynamic Fusion Network for Nasopharyngeal Carcinoma T-staging Classification with Epstein-Barr Virus DNA

Wantong Lu, Xu Han, Yibo Wei, Zanting Ye, Lijun Lu

PDC-Net: Pattern Divide-and-Conquer Network for Pelvic Radiation Injury Segmentation

Xinyu Xiong, Wuteng Cao, Zihuang Wu, Lei Zhang, Chong Gao

PCR-MIL: Phenotype Clustering Reinforced Multiple Instance Learning for Whole Slide Image Classification

Jingjiao Lou, Qingtao Pan, Qing Yang, Bing Ji

Pattern-Anchored Adaptive Prototype Learning for Gastroscopic Lesion Detection and Beyond

Xuanye Zhang, Xiaoqing Hu, Guanbin Li, Si-Qi Liu, Xiang Wan

Patient-specific radiomic feature selection with reconstructed healthy persona of knee MR images

Yaxi Chen, Simin Ni, Shaheer U. Saeed, Aleksandra Ivanova, Rikin Hargunani

PathVG: A New Benchmark and Dataset for Pathology Visual Grounding

Chunlin Zhong, Shuang Hao, Junhua Wu, Xiaona Chang, Jiwei Jiang

PathoPrompt: Cross-Granular Semantic Alignment for Medical Pathology Vision-Language Models

Runlin Huang, Haohui Liang, Hongmin Cai, Weipeng Zhuo, Wentao Fan

PathoPainter: Augmenting Histopathology Segmentation via Tumor-aware Inpainting

Hong Liu, Haosen Yang, Evi M. C. Huijben, Mark Schuiveling, Ruisheng Su

Pathology-Informed Latent Diffusion Model for Anomaly Detection in Lymph Node Metastasis

Jiamu Wang, Keunho Byeon, Jinsol Song, Anh Nguyen, Sangjeong Ahn

Pathology-aware Virtual H&E Staining of Section-free Thick Tissues with Semantic Contrastive Guidance

Jintaek Oh, Lulin Shi, Terence T. W. Wong

Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis

Chanyoung Kim, Dayun Ju, Jinyeong Kim, Woojung Han, Roberto Alcover-Couso

Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions

Ruben T. Lucassen, Sander P. J. Moonemans, Tijn van de Luijtgaarden, Gerben E. Breimer, Willeke A. M. Blokx

Pathology Image Compression with Pre-trained Autoencoders

Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Zilinghan Li, Tarak Nath Nandi

PathoCellBench: A Comprehensive Benchmark for Cell Phenotyping

Jérôme Lüscher, Nora Koreuber, Jannik Franzen, Fabian H. Reith, Claudia Winklmayr

Path Signature Features Revealed SSRI-Induced White Matter Morphological Reorganization in Depressions

Jiaolong Qin, Weihong Dong, Huangjing Ni, Zhijian Yao, Qing Lu

PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation

Shenghao Chen, Zhen Huang, Xiaoqian Zhou, Han Li, Chunjiang Wang

Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading

Qinkai Yu, Wei Zhou, Hantao Liu, Yanyu Xu, Meng Wang

Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks

Binghua Li, Ziqing Chang, Tong Liang, CHAO LI, Toshihisa Tanaka

Parameter-Efficient 12-Lead ECG Reconstruction from a Single Lead

Junseok Lee, Yeonho Yoo, Jinkyu Kim, Dosun Lim, Gyeongsik Yang

Pairwise-Constrained Implicit Functions for 3D Human Heart Modeling

Hieu Le, Jingyi Xu, Nicolas Talabot, Jiancheng YANG, Pascal Fua

Paired Image Generation with Diffusion-Guided Diffusion Models

Haoxuan Zhang, Wenju Cui, Yuzhu Cao, Tao Tan, Jie Liu

P2INR-FWI: an Implicit Neural Representation Method for Speed of Sound Image Reconstruction in Ultrasound Computed Tomography

Zesong Wang, Weicheng Yan, Zhaohui Liu, Ming Yuchi, Wu Qiu

Out-of-Distribution Nuclei Segmentation in Histology Imaging via Liquid Neural Networks with Modern Hopfield Layer

Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko

OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal Transport

Qin Ren, Yifan Wang, Ruogu Fang, Haibin Ling, Chenyu You

OsteoOpt: A Bayesian Optimization Framework for Enhancing Bone Union Likelihood in Mandibular Reconstruction Surgery

Hamidreza Aftabi, John E. Lloyd, Amanda Ding, Benedikt Sagl, Eitan Prisman

OralSAM: One-shot Segmentation for Intraoral Ultrasound Videos with Adaptive Feature Correlation and Self-prompting Strategy

Logiraj Kumaralingam, Anparasy Sivaanpu, Manh-Hai Hoang, Javaneh Alavi, Kim-Cuong T. Nguyen

Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration

Jiaxing Huang, Heng Guo, Le Lu, Fan Yang, Minfeng Xu

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model

Wei Li, Ming Hu, Guoan Wang, Lihao Liu, Kaijing Zhou

Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins

Yiqing Shen, Chenjia Li, Bohan Liu, Cheng-Yi Li, Tito Porras

OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models

Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang

One-shot active learning for vessel segmentation

Daniele Falcetta, Hava Chaptoukaev, Francesco Galati, Maria A. Zuluaga

One For All: A Unified Approach to Classification and Self-Explanation

Mehdi Naouar, Yannick Vogt, Joschka Boedecker, Gabriel Kalweit, Maria Kalweit

On the Interplay of Human-AI Alignment, Fairness, and Performance Trade-offs in Medical Imaging

Haozhe Luo, Ziyu Zhou, Shelley Zixin Shu, Aurélie Pahud de Mortanges, Robert Berke

Omni-Fusion of Spatial and Spectral for Hyperspectral Image Segmentation

Qing Zhang, Guoquan Pei, Yan Wang

OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment

Junhyun Park, Chanyu Moon, Donghwan Lee, Kyungsu Kim, Minho Hwang

ODES: Online Domain Adaptation with Expert Guidance for Medical Image Segmentation

Md Shazid Islam, Sayak Nag, Arindam Dutta, Sk Miraj Ahmed, Fahim Faisal Niloy

Occlusion-free 4D Gaussians for Open Surgery Videos Using Multi-Camera Shadowless Lamps

Yuna Kato, Shohei Mori, Hideo Saito, Yoshifumi Takatsume, Hiroki Kajita

Oblique Genomics Mixture of Experts: Prediction of Brain Disorder With Aging-Related Changes of Brain’s Structural Connectivity Under Genomic Influences

Yanjun Lyu, Jing Zhang, Lu Zhang, Wei Ruan, Tianming Liu

NQNN: Noise-aware Quantum Neural Networks for Medical Image Classification

Maqsudur Rahman, Jun Zhuang

Non-Salient Object Segmentation in Medical Images via Pre-trained Multi-Granularity Masked Autoencoders

Bin Zhang, Dongsheng Ruan, Ronghui Qi, Chenchu Xu, Yanping Zhang

Non-Invasive TB Detection using Acoustic and Semantic Features from Cough Sounds

Yasmeena Akhter, Rishabh Ranjan, Bikash Dutta, Mayank Vatsa, Richa Singh

Noisy Label Refinement Based on Discrete Diffusion Process in 3D Ossicle Segmentation

Linqian Fan, Mengshi Zhang, Yonghao Wang, Wenkai Lu, Hongxia Yin

Noise-Robust Tuning of SAM for Domain Generalized Ultrasound Image Segmentation

Zhikai Wei, Chao Wu, Hanyu Du, Rui Yu, Bo Du

Noise-Controllable Complex-Valued Diffusion Model for k-Space Data of Hyperpolarized 129Xe Lung MRI Generation

Linxuan Han, Sa Xiao, Muhong Li, Jinghan Liu, Xin Zhou

No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch Sampling

Young Seok Jeon, Hongfei Yang, Huazhu Fu, Yeshe Kway, Mengling Feng

NIMOSEF: Neural implicit motion and segmentation functions

Jaume Banus, Antoine Delaloye, Pedro M. Gordaliza, Costa Georgantas, Ruud B. van Heeswijk

New Multiple Sclerosis Lesion Segmentation via Calibrated Inter-patch Blending

Jin Ye, Son Duy Dao, Yicheng Wu, Yasmeen George, Thanh Nguyen-Duc

New Multimodal Similarity Measure for Image Registration via Modeling Local Functional Dependence with Linear Combination of Learned Basis Functions

Joel Honkamaa, Pekka Marttinen

NeuroXVocal: Detection and Explanation of Alzheimer’s Disease through Non-invasive Analysis of Picture-prompted Speech

Nikolaos Ntampakis, Konstantinos Diamantaras, Ioanna Chouvarda, Magda Tsolaki, Panagiotis Sarigianndis

Neuro-AMS: Neuro-informed Age-aware and Medical Knowledge-integrated Strategy for Diagnosis of Multiple Brain Disorders

Zhenguo Zhang, Lin Teng, Nan Zhao, Yuxiao Liu, Zhaoyu Qiu

Neural Proteomics Fields for Super-resolved Spatial Proteomics Prediction

Bokai Zhao, Weiyang Shi, Hanqing Chao, Zijiang Yang, Yiyang Zhang

NERO: Explainable Out-of-Distribution Detection with Neuron-level Relevance in Gastrointestinal Imaging

Anju Chhetri, Jari Korhonen, Prashnna Gyawali, Binod Bhattarai

NeRF-based CBCT Reconstruction needs Normalization and Initialization

Zhuowei Xu, Han Li, Dai Sun, Zhicheng Li, Yujia Li

Neighborhood-Consistent Binary Transformation for Domain-Invariant Chest X-ray Diagnosis

Zelong Liu, Huachao Zhu, Zhichao Sun, Yuda Zou, Yuliang Gu

NAVIUS: Navigated Augmented Reality Visualization for Ureteroscopic Surgery

Ayberk Acar, Jumanh Atoum, Peter S. Connor, Clifford Pierre, Carisa N. Lynch

Navigational Bronchoscopy in Critical Care via End-to-End Pose Regression

Emile Mackute, Francis Xiatian Zhang, Kevin Dhaliwal, Mohsen Khadem