MICCAI 2024

856 papers

MultiVarNet - Predicting Tumour Mutational status at the Protein Level

Louis-Oscar Morel, Muhammad Muzammel, Nathan Vinçon, Valentin Derangère, Sylvain Ladoire

Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation

Zhihong Zhu, Xuxin Cheng, Yunyan Zhang, Zhaorun Chen, Qingqing Long

Multi-stage Multi-granularity Focus-tuned Learning Paradigm for Medical HSI Segmentation

Haichuan Dong, Runjie Zhou, Boxiang Yun, Huihui Zhou, Benyan Zhang

Multi-sequence learning for multiple sclerosis lesion segmentation in spinal cord MRI

Ricky Walsh, Malo Gaubert, Cédric Meurée, Burhan Rashid Hussein, Anne Kerbrat

Multi-scale Region-aware Implicit Neural Network for Medical Images Matting

Yanyu Xu, Yingzhi Xia, Huazhu Fu, Rick Siow Mong Goh, Yong Liu

Multi-order Simplex-based Graph Neural Network for Brain Network Analysis

Yechan Hwang, Soojin Hwang, Guorong Wu, Won Hwa Kim

Multi-modality 3D CNN Transformer for Assisting Clinical Decision in Intracerebral Hemorrhage

Zicheng Xiong, KAI ZHAO, Like Ji, Xujun Shu, Dazhi Long

Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection

Mohammod N. I. Suvon, Prasun C. Tripathi, Wenrui Fan, Shuo Zhou, Xianyuan Liu

Multimodal Learning for Embryo Viability Prediction in Clinical IVF

Junsik Kim, Zhiyi Shi, Davin Jeong, Johannes Knittel, Helen Y. Yang

Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification

Jaeyoon Sim, Minjae Lee, Guorong Wu, Won Hwa Kim

Multi-Modal Data Fusion with Missing Data Handling for Mild Cognitive Impairment Progression Prediction

Shuting Liu, Baochang Zhang, Veronika A. Zimmer, Daniel Rueckert

Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations

Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images

Songhan Jiang, Zhengyu Gan, Linghan Cai, Yifeng Wang, yongbing zhang

Multilevel Causality Learning for Multi-label Gastric Atrophy Diagnosis

Xiaoxiao Cui, Shanzhi Jiang, Baolin Sun, Yiran Li, Yankun Cao

Multi-Frequency and Smoke Attention-aware Learning based Diffusion Model for Removing Surgical Smoke

Hao Li, Xiangyu Zhai, Jie Xue, Changming Gu, Baolong Tian

Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation

Jianyang Xie, Xiuju Chen, Yitian Zhao, Yanda Meng, He Zhao

Multi-Dataset Multi-Task Learning for COVID-19 Prognosis

Filippo Ruffini, Lorenzo Tronchin, Zhuoru Wu, Wenting Chen, Paolo Soda

Multi-category Graph Reasoning for Multi-modal Brain Tumor Segmentation

Dongzhe Li, Baoyao Yang, Weide Zhan, Xiaochen He

MuGI: Multi-Granularity Interactions of Heterogeneous Biomedical Data for Survival Prediction

Lifan Long, Jiaqi Cui, Pinxian Zeng, Yilun Li, Yuanjun Liu

MRScore: Evaluating Medical Report with LLM-based Reward System

Yunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu

mQSM: Multitask Learning-based Quantitative Susceptibility Mapping for Iron Analysis in Brain

Junjie He, Bangkang Fu, Zhenliang Xiong, Yunsong Peng, Rongpin Wang

MPMNet: Modal Prior Mutual-support Network for Age-related Macular Degeneration Classification

Yuanyuan Li, Huaying Hao, Dan Zhang, Huazhu Fu, Mengting Liu

MOST: Multi-Formation Soft Masking for Semi-Supervised Medical Image Segmentation

Xinyu Liu, Zhen Chen, Yixuan Yuan

MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation

Haoyu Zhao, Wenhui Dong, Rui Yu, Zhou Zhao, Bo Du

MoRA: LoRA Guided Multi-Modal Disease Diagnosis with Missing Modality

Zhiyi Shi, Junsik Kim, Wanhua Li, Yicong Li, Hanspeter Pfister

MoME: Mixture of Multimodal Experts for Cancer Survival Prediction

Conghao Xiong, Hao Chen, Hao Zheng, Dong Wei, Yefeng Zheng

ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation

Ke ZHANG, Vishal M. Patel

Modeling and Understanding Uncertainty in Medical Image Classification

Aobo Chen, Yangyi Li, Wei Qian, Kathryn Morse, Chenglin Miao

MoCo-Diff: Adaptive Conditional Prior on Diffusion Network for MRI Motion Correction

Feng Li, Zijian Zhou, Yu Fang, Jiangdong Cai, Qian Wang

MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video

Xiaoqing Guo, Qianhui Men, J. Alison Noble

MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise

Ruiqi Wu, Chenran Zhang, Jianle Zhang, Yi Zhou, Tao Zhou

MMQL: Multi-Question Learning for Medical Visual Question Answering

Qishen Chen, Minjie Bian, Huahu Xu

MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer

Chengyu Wu, Chengkai Wang, Huiyu Zhou, Yatao Zhang, Qifeng Wang

MMBCD: Multimodal Breast Cancer Detection from Mammograms with Clinical History

Kshitiz Jain, Aditya Bansal, Krithika Rangarajan, Chetan Arora

Mixed Integer Linear Programming for Discrete Sampling Scheme Design in Diffusion MRI

Si-Miao Zhang, Jing Wang, Yi-Xuan Wang, Tao Liu, Haogang Zhu

Mitigating attribute amplification in counterfactual image generation

Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker

Missing as Masking: Arbitrary Cross-modal Feature Reconstruction for Incomplete Multimodal Brain Tumor Segmentation

Zhilin Zeng, Zelin Peng, Xiaokang Yang, Wei Shen

Misjudging the Machine: Gaze May Forecast Human-Machine Team Performance in Surgery

Sue Min Cho, Russell H. Taylor, Mathias Unberath

Misaligned 3D Texture Optimization in MIS Utilizing Generative Framework

Jieyu Zheng, Xiaojian Li, Hangjie Mo, Ling Li, Xiang Ma

Mining Gold from the Sand: Weakly Supervised Histological Tissue Segmentation with Activation Relocalization and Mutual Learning

Siyang Feng, Jiale Chen, Zhenbing Liu, Wentao Liu, Zimin Wang

MiHATP:A Multi-Hybrid Attention Super-Resolution Network for Pathological Image Based on Transformation Pool Contrastive Learning

Zhufeng Xu, Jiaxin Qin, Chenhao Li, Dechao Bu, Yi Zhao

MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis

Luyuan Xie, Manqing Lin, ChenMing Xu, Tianyu Luan, Zhipeng Zeng

MGDR: Multi-Modal Graph Disentangled Representation for Brain Disease Prediction

Bo Jiang, Yapeng Li, Xixi Wan, Yuan Chen, Zhengzheng Tu

MetaUNETR: Rethinking Token Mixer Encoding for Efficient Multi-Organ Segmentation

Pengju Lyu, Jie Zhang, Lei Zhang, Wenjian Liu, Cheng Wang

MetaStain: Stain-generalizable Meta-learning for Cell Segmentation and Classification with Limited Exemplars

Aishik Konwer, Prateek Prasanna

MetaAD: Metabolism-Aware Anomaly Detection for Parkinson’s Disease in 3D 18F-FDG PET

Haolin Huang, Zhenrong Shen, Jing Wang, Xinyu Wang, Jiaying Lu

MeshBrush: Painting the Anatomical Mesh with Neural Stylization for Endoscopy

John J. Han, Ayberk Acar, Nicholas Kavoussi, Jie Ying Wu

MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters

Hang Zhang, Xiang Chen, Renjiu Hu, Dongdong Liu, Gaolei Li

Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models

Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan

MEGFormer: enhancing speech decoding from brain activity through extended semantic representations

Maria Boyko, Polina Druzhinina, Georgii Kormakov, Aleksandra Beliaeva, Maxim Sharaev

MedSynth: Leveraging Generative Model for Healthcare Data Sharing

Renuga Kanagavelu, Madhav Walia, Yuan Wang, Huazhu Fu, Qingsong Wei

MedMLP: An Efficient MLP-like Network for Zero-shot Retinal Image Classification

Menghan Zhou, Yanyu Xu, Zhi Da Soh, Huazhu Fu, Rick Siow Mong Goh

MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection

Ximiao Zhang, Min Xu, Dehui Qiu, Ruixin Yan, Ning Lang

Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting

Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li

Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis

Qiang Qiao, Wenyu Wang, Meixia Qu, Kun Su, Bin Jiang

Medical Cross-Modal Prompt Hashing with Robust Noisy Correspondence Learning

Yishu Liu, Zhongqi Wu, Bingzhi Chen, Zheng Zhang, Guangming Lu

Med-Former: A Transformer based Architecture for Medical Image Classification

G. Jignesh Chowdary, Zhaozheng Yin

MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation

Hanan Gani, Muzammal Naseer, Fahad Khan, Salman Khan

MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation

Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao

MEDBind: Unifying Language and Multimodal Medical Data Embeddings

Yuan Gao, Sangwook Kim, David E. Austin, Chris McIntosh

MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction

Jiaqi Cui, Xinyi Zeng, Pinxian Zeng, Bo Liu, Xi Wu

MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation

Yifan Gao, Wei Xia, Wenkui Wang, Xin Gao

Material Decomposition in Photon-Counting CT: A Deep Learning Approach Driven by Detector Physics and ASIC Modeling

XiaoPeng Yu, Qianyu Wu, Wenhui Qin, Tao Zhong, Mengqing Su

Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring

Shreyank N. Gowda, David A. Clifton

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain

Hyeon Bae Kim, Yong Hyun Ahn, Seong Tae Kim

Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation

Hairong Shi, Songhao Han, Shaofei Huang, Yue Liao, Guanbin Li

Masked Residual Diffusion Probabilistic Model with Regional Asymmetry Prior for Generating Perfusion Maps from Multi-phase CTA

Yuxin Cai, Jianhai Zhang, Lei He, Aravind Ganesh, Wu Qiu

MARVEL: MR Fingerprinting with Additional micRoVascular Estimates using bidirectional LSTMs

Antoine Barrier, Thomas Coudert, Aurélien Delphin, Benjamin Lemasson, Thomas Christen

Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

Shantanu Ghosh, Clare B. Poynton, Shyam Visweswaran, Kayhan Batmanghelich

MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology

Shu Yang, Yihui Wang, Hao Chen

MAdapter: A Better Interaction between Image and Language for Medical Image Segmentation

Xu Zhang, Bo Ni, Yang Yang, Lefei Zhang

M4oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts

Yufeng Jiang, Yiqing Shen

M2Fusion: Multi-time Multimodal Fusion for Prediction of Pathological Complete Response in Breast Cancer

Song Zhang, Siyao Du, Caixia Sun, Bao Li, Lizhi Shao

LUCIDA: Low-dose Universal-tissue CT Image Domain Adaptation For Medical Segmentation

Yixin Chen, Xiangxi Meng, Yan Wang, Shuang Zeng, Xi Liu

LSSNet: A Method for Colon Polyp Segmentation Based on Local Feature Supplementation and Shallow Feature Supplementation

Wei Wang, Huiying Sun, Xin Wang

LS+: Informed Label Smoothing for Improving Calibration in Medical Image Classification

Abhishek Singh Sambyal, Usma Niyaz, Saksham Shrivastava, Narayanan C. Krishnan, Deepti R. Bathula

Low-Shot Prompt Tuning for Multiple Instance Learning based Histology Classification

Philip Chikontwe, Myeongkyun Kang, Miguel Luna, Siwoo Nam, Sang Hyun Park

Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation

Qian Chen, LEI ZHU, Hangzhou He, Xinliang Zhang, Shuang Zeng

Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation

Vince Zhu, Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Yingda Xia

Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base

Yidong Zhao, Yi Zhang, Orlando Simonetti, Yuchi Han, Qian Tao

Loose Lesion Location Self-supervision Enhanced Colorectal Cancer Diagnosis

Tianhong Gao, Jie Song, Xiaotian Yu, Shengxuming Zhang, Wenjie Liang

Longitudinally Consistent Individualized Prediction of Infant Cortical Morphological Development

Xinrui Yuan, Jiale Cheng, Dan Hu, Zhengwang Wu, Li Wang

Longitudinal Mammogram Risk Prediction

Batuhan K. Karaman, Katerina Dodelzon, Gozde B. Akar, Mert R. Sabuncu

LOMIA-T: A Transformer-based LOngitudinal Medical Image Analysis framework for predicting treatment response of esophageal cancer

Yuchen Sun, Kunwei Li, Duanduan Chen, Yi Hu, Shuaitong Zhang

LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion

Zihao Zhu, Tianli Tao, Yitian Tao, Haowen Deng, Xinyi Cai

Location embedding based pairwise distance learning for fine-grained diagnosis of urinary stones

Qiangguo Jin, Jiapeng Huang, Changming Sun, Hui Cui, Ping Xuan

Lobar Lung Density Embeddings with a Transformer encoder (LobTe) to predict emphysema progression in COPD

Ariel H. Curiale, Raul San Jose Estepar

LM-UNet: Whole-body PET-CT Lesion Segmentation with Dual-Modality-based Annotations Driven by Latent Mamba U-Net

Anglin Liu, Dengqiang Jia, Kaicong Sun, Runqi Meng, Meixin Zhao

LLM-guided Multi-modal Multiple Instance Learning for 5-year Overall Survival Prediction of Lung Cancer

Kyungwon Kim, Yongmoon Lee, Doohyun Park, Taejoon Eo, Daemyung Youn

LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation

Jinhong Wang, Jintai Chen, Danny Z. Chen, Jian Wu

LiverUSRecon: Automatic 3D Reconstruction and Volumetry of the Liver with a Few Partial Ultrasound Scans

Kaushalya Sivayogaraj, Sahan I. T. Guruge, Udari A. Liyanage, Jeevani J. Udupihille, Saroj Jayasinghe

LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion

Tong Chen, Qingcheng Lyu, Long Bai, Erjian Guo, Huxin Gao

Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal

Xinyu Zhu, Zhiguo Jiang, Kun Wu, Jun Shi, Yushan Zheng

LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning

Wei Huang, Wei Liu, Xiaoming Zhang, Xiaoli Yin, Xu Han

LIBR+: Improving Intraoperative Liver Registration by Learning the Residual of Biomechanics-Based Deformable Registration

Dingrong Wang, Soheil Azadvar, Jon Heiselman, Xiajun Jiang, Michael Miga

LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction

Hengyu Liu, Yifan liu, Chenxin Li, Wuyang Li, Yixuan Yuan

LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos

Huihui Xu, Yijun Yang, Angelica I. Aviles-Rivero, Guang Yang, Jing Qin

LGA: A Language Guide Adapter for Advancing the SAM Model’s Capabilities in Medical Image Segmentation

Jihong Hu, Yinhao Li, Hao Sun, Yu Song, Chujie Zhang

Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection

Finn Behrendt, Debayan Bhattacharya, Robin Mieling, Lennart Maack, Julia Kruger

Leveraging Image Captions for Selective Whole Slide Image Annotation

Jingna Qiu, Marc Aubreville, Frauke Wilm, Mathias Öttl, Jonas Utz