MICCAI 2024

856 papers

Rethinking Histology Slide Digitization Workflows for Low-Resource Settings

Talat Zehra, Joseph Marino, Wendy Wang, Grigoriy Frantsuzov, Saad Nadeem

Rethinking Cell Counting Methods: Decoupling Counting and Localization

Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiao Xiang Zhu

Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective

Yu Cai, Hao Chen, Kwang-Ting Cheng

Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases

Xiangde Luo, Zihan Li, Shaoting Zhang, Wenjun Liao, Guotai Wang

RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports

JIAWEI DU, Jia Guo, Weihang Zhang, Shengzhu Yang, Hanruo Liu

Resolving Variable Respiratory Motion From Unsorted 4D Computed Tomography

Yuliang Huang, Bjoern Eiben, Kris Thielemans, Jamie R. McClelland

Reprogramming Distillation for Medical Foundation Models

Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang

Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism

Ziquan Wei, Tingting Dan, Jiaqi Ding, Paul Laurienti, Guorong Wu

Representation Learning with a Transformer-Based Detection Model for Localized Chest X-Ray Disease and Progression Detection

Mehrdad Eshraghi Dehaghani, Amirhossein Sabour, Amarachi B. Madu, Ismini Lourentzou, Mehdi Moradi

Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation

Hongye Zeng, Ke Zou, Zhihao Chen, Rui Zheng, Huazhu Fu

Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography

Ang Nan Gu, Michael Tsang, Hooman Vaseli, Teresa Tsang, Purang Abolmaesumi

Region-Specific Retrieval Augmentation for Longitudinal Visual Question Answering: A Mix-and-Match Paradigm

Ka-Wai Yung, Jayaram Sivaraj, Danail Stoyanov, Stavros Loukogeorgakis, Evangelos B. Mazomenos

Region Attention Transformer for Medical Image Restoration

Zhiwen Yang, Haowei Chen, Ziniu Qian, Yang Zhou, Hui Zhang

Refining Intraocular Lens Power Calculation: A Multi-modal Framework Using Cross-layer Attention and Effective Channel Attention

Qian Zhou, Hua Zou, Zhongyuan Wang, Haifeng Jiang, Yong Wang

Reference-free Axial Super-resolution of 3D Microscopy Images using Implicit Neural Representation with a 2D Diffusion Prior

Kyungryun Lee, Won-Ki Jeong

Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning

Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiao Xiang Zhu

Reciprocal Collaboration for Semi-supervised Medical Image Classification

Qingjie Zeng, Zilin Lu, Yutong Xie, Mengkang Lu, Xinke Ma

Real-world Visual Navigation for Cardiac Ultrasound View Planning

Mingkun Bao, Yan Wang, Xinlong Wei, Bosen Jia, Xiaolin Fan

Realistic Surgical Image Dataset Generation Based On 3D Gaussian Splatting

Tianle Zeng, Gerardo Loza Galindo, Junlei Hu, Pietro Valdastri, Dominic Jones

RDD-Net: Randomized Joint Data-Feature Augmentation and Deep-Shallow Feature Fusion Networks for Automated Diagnosis of Glaucoma

Yilin Tang, Min Zhang, Jun Feng

RadiomicsFill-Mammo: Synthetic Mammogram Mass Manipulation with Radiomics Features

Inye Na, Jonghun Kim, Eun Sook Ko, Hyunjin Park

Quest for Clone: Test-time Domain Adaptation for Medical Image Segmentation by Searching the Closest Clone in Latent Space

Hritam Basak, Zhaozheng Yin

QueryNet: A Unified Framework for Accurate Polyp Segmentation and Detection

Jiaxing Chai, Zhiming Luo, Jianzhe Gao, Licun Dai, Yingxin Lai

Quantitative Assessment of Thyroid Nodules through Ultrasound Imaging Analysis

Young-Min Kim, Myeong-Gee Kim, Seok-Hwan Oh, Guil Jung, Hyeon-Jik Lee

Quality-Aware Fuzzy Min-Max Neural Networks for Dynamic Brain Network Analysis

Tao Hou, Jiashuang Huang, Shu Jiang, Weiping Ding

PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-ray

Wen Ma, Huikai Wu, Zikai Xiao, Yang Feng, Jian Wu

PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration

Leonard Siegert, Paul Fischer, Mattias P. Heinrich, Christian F. Baumgartner

ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection

Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Mahdi Gilany, Mohamed Harmanani

PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning

Noor Hussein, Fahad Shamshad, Muzammal Naseer, Karthik Nandakumar

Prompting Whole Slide Image Based Genetic Biomarker Prediction

Ling Zhang, Boxiang Yun, Xingran Xie, Qingli Li, Xinxing Li

Prompting Vision-Language Models for Dental Notation Aware Abnormality Detection

Chenlin Du, Xiaoxuan Chen, Jingyi Wang, Junjie Wang, Zhongsen Li

Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation

Zhikai Wei, Wenhui Dong, Peilin Zhou, Yuliang Gu, Zhou Zhao

Prompt-based Segmentation Model of Anatomical Structures and Lesions in CT Images

Xi Ouyang, Dongdong Gu, Xuejian Li, Wenqi Zhou, Qianqian Chen

Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model

Zijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin

Progressively Correcting Soft Labels via Teacher Team for Knowledge Distillation in Medical Image Segmentation

Yaqi Wang, Peng Cao, Qingshan Hou, Linqi Lan, Jinzhu Yang

Progressive Knowledge Distillation for Automatic Perfusion Parameter Maps Generation from Low Temporal Resolution CT Perfusion Images

Moo Hyun Son, Juyoung Bae, Elizabeth Tong, Hao Chen

Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks

Stefan M. Fischer, Lina Felsner, Richard Osuala, Johannes Kiechle, Daniel M. Lang

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

Joshua Durso-Finley, Berardino Barile, Jean-Pierre Falet, Douglas L. Arnold, Nick Pawlowski

Privacy Protection in MRI Scans Using 3D Masked Autoencoders

Lennart A. Van der Goten, Kevin Smith

PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts

Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz

Prior Activation Map Guided Cervical OCT Image Classification

Qingbin Wang, Wai Chon Wong, Mi Yin, Yutao Ma

Prediction of Disease-Related Femur Shape Changes Using Geometric Encoding and Clinical Context on a Hip Disease CT Database

Ganping Li, Yoshito Otake, Mazen Soufi, Masachika Masuda, Keisuke Uemura

Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays

Zhichao Sun, Yuliang Gu, Yepeng Liu, Zerui Zhang, Zhou Zhao

Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation

Qianhui Men, Xiaoqing Guo, Aris T. Papageorghiou, J. Alison Noble

Polyp-Mamba: Polyp Segmentation with Visual Mamba

Zhongxing Xu, Feilong Tang, Zhe Chen, Zheng Zhou, Weishan Wu

Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI

Yinsong Xu, Yipei Wang, Ziyi Shen, Iani J. M. B. Gayo, Natasha Thorley

Pixel2Mechanics: Automated biomechanical simulations of high-resolution intervertebral discs from anisotropic MRIs

Sai Natarajan, Estefano Muñoz-Moya, Carlos Ruiz Wills, Gemma Piella, Jérôme Noailly

PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery

Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano

Physics-Informed Deep Learning for Motion-Corrected Reconstruction of Quantitative Brain MRI

Hannah Eichhorn, Veronika Spieker, Kerstin Hammernik, Elisa Saks, Kilian Weiss

Physics informed neural networks for estimation of tissue properties from multi-echo configuration state MRI

Samuel I. Adams-Tew, Henrik Odéen, Dennis L. Parker, Cheng-Chieh Cheng, Bruno Madore

Physical-priors-guided Aortic Dissection Detection using Non-Contrast-Enhanced CT images

Zhengyao Ding, Yujian Hu, Hongkun Zhang, Fei Wu, Shifeng Yang

Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis

Juanhua Zhang, Ruodan Yan, Alessandro Perelli, Xi Chen, CHAO LI

PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images

Anis Bourou, Thomas Boyer, Marzieh Gheisari, Kévin Daupin, Véronique Dubreuil

PG-MLIF: Multimodal Low-rank Interaction Fusion Framework Integrating Pathological Images and Genomic Data for Cancer Prognosis Prediction

Xipeng Pan, Yajun An, Rushi Lan, Zhenbing Liu, Zaiyi Liu

pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation

Luyuan Xie, Manqing Lin, Siyuan Liu, ChenMing Xu, Tianyu Luan

PET Image Denoising Based on 3D Denoising Diffusion Probabilistic Model: Evaluations on Total-Body Datasets

Boxiao Yu, Savas Ozdemir, Yafei Dong, Wei Shao, Kuangyu Shi

Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields

Jintong Hu, Siyan Chen, Zhiyi Pan, Sen Zeng, Wenming Yang

PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI

Peirong Liu, Oula Puonti, Annabel Sorby-Adams, W. Taylor Kimberly, Juan E. Iglesias

PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation

Nada Saadi, Numan Saeed, Mohammad Yaqub, Karthik Nandakumar

Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound

Reuben Dorent, Erickson Torio, Nazim Haouchine, Colin Galvin, Sarah Frisken

PathoTune: Adapting Visual Foundation Model to Pathological Specialists

Jiaxuan Lu, Fang Yan, Xiaofan Zhang, Yue Gao, Shaoting Zhang

Pathological Semantics-Preserving Learning for H&E-to-IHC Virtual Staining

Fuqiang Chen, Ranran Zhang, Boyun Zheng, Yiwen Sun, Jiahui He

PathMamba: Weakly Supervised State Space Model for Multi-class Segmentation of Pathology Images

Jiansong Fan, Tianxu Lv, Yicheng Di, Lihua Li, Xiang Pan

PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning

Qifeng Zhou, Wenliang Zhong, Yuzhi Guo, Michael Xiao, Hehuan Ma

Patch-Slide Discriminative Joint Learning for Weakly-Supervised Whole Slide Image Representation and Classification

Jiahui Yu, Xuna Wang, Tianyu Ma, Xiaoxiao Li, Yingke Xu

PASTA: Pathology-Aware MRI to PET CroSs-modal TrAnslation with Diffusion Models

Yitong Li, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger

PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa

Philippe Gottfrois, Fabian Gröger, Faly Herizo Andriambololoniaina, Ludovic Amruthalingam, Alvaro Gonzalez-Jimenez

Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction

Yumin Kim, Gayoon Choi, Seong Jae Hwang

PANS: Probabilistic Airway Navigation System for Real-time Robust Bronchoscope Localization

Qingyao Tian, Zhen Chen, Huai Liao, Xinyan Huang, Bingyu Yang

PAMIL: Prototype Attention-based Multiple Instance Learning for Whole Slide Image Classification

Jiashuai Liu, Anyu Mao, Yi Niu, Xianli Zhang, Tieliang Gong

Pair Shuffle Consistency for Semi-supervised Medical Image Segmentation

Jianjun He, Chenyu Cai, Qiong Li, Andy J. Ma

Overlay Mantle-Free for Semi-Supervised Medical Image Segmentation

Jiacheng Liu, Wenhua Qian, Jinde Cao, Peng Liu

Overcoming Atlas Heterogeneity in Federated Learning for Cross-site Connectome-based Predictive Modeling

Qinghao Liang, Brendan D. Adkinson, Rongtao Jiang, Dustin Scheinost

OSAL-ND: Open-set Active Learning for Nucleus Detection

Jiao Tang, Yagao Yue, Peng Wan, Mingliang Wang, Daoqiang Zhang

Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms

Xin Wang, Tao Tan, Yuan Gao, Eric Marcus, Luyi Han

ORCGT: Ollivier-Ricci Curvature-based Graph Model for Lung STAS Prediction

Min Cen, Zheng Wang, Zhenfeng Zhuang, Hong Zhang, Dan Su

ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling

Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab

Optimizing Efficiency and Effectiveness in Sequential Prompt Strategy for SAM using Reinforcement Learning

Yifei Huang, Chuyun Shen, Wenhao Li, Xiangfeng Wang, Bo Jin

Open-Set Semi-Supervised Medical Image Classification with Learnable Prototypes and Outlier Filter

Along He, Tao Li, Yitian Zhao, Junyong Zhao, Huazhu Fu

On-the-Fly Guidance Training for Medical Image Registration

Yuelin Xin, Yicheng Chen, Shengxiang Ji, Kun Han, Xiaohui Xie

Online learning in motion modeling for intra-interventional image sequences

Niklas Gunnarsson, Jens Sjölund, Peter Kimstrand, Thomas B. Schön

Online 3D reconstruction and dense tracking in endoscopic videos

Michel Hayoz, Christopher Hahne, Thomas Kurmann, Max Allan, Guido Beldi

One registration is worth two segmentations

Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan

On predicting 3D bone locations inside the human body

Abdelmouttaleb Dakri, Vaibhav ARORA, Léo Challier, Marilyn Keller, Michael J. Black

On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction

Tianyu Han, Sven Nebelung, Firas Khader, Jakob Nikolas Kather, Daniel Truhn

Ocular Stethoscope: Auditory Support for Retinal Membrane Peeling

Sasan Matinfar, Shervin Dehghani, Michael Sommersperger, Koorosh Faridpooya, Merle Fairhurst

OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels

Seunghun Baek, Jaeyoon Sim, Guorong Wu, Won Hwa Kim

Novelty Detection Based Discriminative Multiple Instance Feature Mining to Classify NSCLC PD-L1 Status on HE-Stained Histopathological Images

Rui Xu, Dan Yu, Xuan Yang, Xinchen Ye, Zhihui Wang

Nonrigid Reconstruction of Freehand Ultrasound without a Tracker

Qi Li, Ziyi Shen, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson

No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising

Laura Pfaff, Fabian Wagner, Nastassia Vysotskaya, Mareike Thies, Noah Maul

Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI

Luyi Han, Tao Tan, Tianyu Zhang, Xin Wang, Yuan Gao

Noise Removed Inconsistency Activation Map for Unsupervised Registration of Brain Tumor MRI between Pre-operative and Follow-up Phases

Chongwei Wu, Xiaoyu Zeng, Hao Wang, Xu Zhang, Wei Fang

Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI

Shoujin Huang, Guanxiong Luo, Xi Wang, Ziran Chen, Yuwan Wang

NODER: Image Sequence Regression Based on Neural Ordinary Differential Equations

Hao Bai, Yi Hong

nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation

Fabian Isensee, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy

NeuroLink: Bridging Weak Signals in Neuronal Imaging with Morphology Learning

Haiyang Yan, Hao Zhai, Jinyue Guo, Linlin Li, Hua Han

NeuroConText: Contrastive Text-to-Brain Mapping for Neuroscientific Literature

Raphaël Meudec, Fateme Ghayem, Jérôme Dockès, Demian Wassermann, Bertrand Thirion

Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images

Michael Deutges, Ario Sadafi, Nassir Navab, Carsten Marr

Myocardial Scar Enhancement in LGE Cardiac MRI using Localized Diffusion

Marta Hasny, Omer B. Demirel, Amine Amyar, Shahrooz Faghihroohi, Reza Nezafat

MuST: Multi-Scale Transformers for Surgical Phase Recognition

Alejandra Pérez, Santiago Rodríguez, Nicolás Ayobi, Nicolás Aparicio, Eugénie Dessevres