MICCAI 2024

856 papers

EchoMEN: Combating Data Imbalance in Ejection Fraction Regression via Multi-Expert Network

Song Lai, Mingyang Zhao, Zhe Zhao, Shi Chang, Xiaohua Yuan

EchoFM: A View-Independent Echocardiogram Model for the Detection of Pulmonary Hypertension

Shreyas Fadnavis, Chaitanya Parmar, Nastaran Emaminejad, Alvaro Ulloa Cerna, Areez Malik

Dynamic Single-Pixel Imaging on an Extended Field of View without Warping the Patterns

Thomas Maitre, Elie Bretin, Romain Phan, Nicolas Ducros, Michaël Sdika

Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation

Ziyue Wang, Ye Zhang, Yifeng Wang, Linghan Cai, yongbing zhang

Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation

Fangqiang Xu, Wenxuan Tu, Fan Feng, Malitha Gunawardhana, Jiayuan Yang

Dynamic Hybrid Unrolled Multi-Scale Network for Accelerated MRI Reconstruction

Xiao-Xin Li, Fang-Zheng Zhu, Junwei Yang, Yong Chen, Dinggang Shen

Dual-Modality Watershed Fusion Network for Thyroid Nodule Classification of Dual-View CEUS Video

Rui Li, Jingliang Ruan, Yao Lu

DTCA: Dual-Branch Transformer with Cross-Attention for EEG and Eye Movement Data Fusion

Xiaoshan Zhang, Enze Shi, Sigang Yu, Shu Zhang

DSNet: A Spatio-Temporal Consistency Network for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences

Qihang Xie, Dan Zhang, Lei Mou, Shanshan Wang, Yitian Zhao

DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification

yuan zhang, Yaolei Qi, Xiaoming Qi, Yongyue Wei, Guanyu Yang

DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data

Lucas Robinet, Ahmad Berjaoui, Ziad Kheil, Elizabeth Cohen-Jonathan Moyal

DPMNet: Dual-Path MLP-based Network for Aneurysm Image Segmentation

Shudong Wang, Xue Zhao, Yulin Zhang, Yawu Zhao, Zhiyuan Zhao

Double-tier Attention based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer

Mingkang Wang, Tong Wang, Fengyu Cong, Cheng Lu, Hongming Xu

DomainAdapt: Leveraging Multitask Learning and Domain Insights for Children’s Nutritional Status Assessment

Misaal Khan, Richa Singh, Mayank Vatsa, Kuldeep Singh

Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning

Arnaud Judge, Thierry Judge, Nicolas Duchateau, Roman A. Sandler, Joseph Z. Sokol

Domain Adaptation for Unsupervised Cancer Detection: An application for skin Whole Slides Images from an interhospital dataset

Natalia P. García-de-la-Puente, Miguel López-Pérez, Laëtitia Launet, Valery Naranjo

DnFPlane For Efficient and High-Quality 4D Reconstruction of Deformable Tissues

Ran Bu, Chenwei Xu, Jiwei Shan, Hao Li, Guangming Wang

D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms

Tajamul Ashraf, Krithika Rangarajan, Mohit Gambhir, Richa Gauba, Chetan Arora

Diversified and Structure-realistic Fundus Image Synthesis for Diabetic Retinopathy Lesion Segmentation

Xiaoyi Feng, Minqing Zhang, Mengxian He, Mengdi Gao, Hao Wei

Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification

Jing Du, Guangwei Dong, Congbo Ma, Shan Xue, Jia Wu

Disentangled Hybrid Transformer for Identification of Infants with Prenatal Drug Exposure

Jiale Cheng, Zhengwang Wu, Xinrui Yuan, Li Wang, Weili Lin

Disentangled Attention Graph Neural Network for Alzheimer’s Disease Diagnosis

Gurur Gamgam, Alkan Kabakcioglu, Demet Yüksel Dal, Burak Acar

Disease-informed Adaptation of Vision-Language Models

Jiajin Zhang, Ge Wang, Mannudeep K. Kalra, Pingkun Yan

Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study

Jin Zhang, Muheng Shang, yan yang, Lei Guo, Junwei Han

DiRecT: Diagnosis and Reconstruction Transformer for Mandibular Deformity Assessment

Xuanang Xu, Jungwook Lee, Nathan Lampen, Daeseung Kim, Tianshu Kuang

DINO-Reg: General Purpose Image Encoder for Training-free Multi-modal Deformable Medical Image Registration

Xinrui Song, Xuanang Xu, Pingkun Yan

DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology

Valentin Koch, Sophia J. Wagner, Salome Kazeminia, Ece Sancar, Matthias Hehr

Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning

Yingling Lu, Yijun Yang, Zhaohu Xing, Qiong Wang, LEI ZHU

Diffusion-Enhanced Transformation Consistency Learning for Retinal Image Segmentation

Xiang Li, Huihui Fang, Mingsi Liu, Yanwu Xu, Lixin Duan

Diffusion-based Generative Image Outpainting for Recovery of FOV-Truncated CT Images

Michelle Espranita Liman, Daniel Rueckert, Florian J. Fintelmann, Philip Müller

Diffusion-based Domain Adaptation for Medical Image Segmentation using Stochastic Step Alignment

Wen Ji, Albert C. S. Chung

Diffusion Models with Implicit Guidance for Medical Anomaly Detection

Cosmin I. Bercea, Benedikt Wiestler, Daniel Rueckert, Julia A. Schnabel

Diffusion as Sound Propagation: Physics-inspired Model for Ultrasound Image Generation

Marina Domínguez, Yordanka Velikova, Nassir Navab, Mohammad Farid Azampour

DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration

Yongtai Zhuo, Yiqing Shen

DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation

Xinyu Liu, Wuyang Li, Yixuan Yuan

DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation

Yingying Fang, Shuang Wu, Zihao Jin, Shiyi Wang, Caiwen Xu

Differentiable Soft Morphological Filters for Medical Image Segmentation

Lisa Guzzi, Maria A. Zuluaga, Fabien Lareyre, Gilles Di Lorenzo, Sébastien Goffart

Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images

Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya

DiffDGSS: Generalizable Retinal Image Segmentation with Deterministic Representation from Diffusion Models

Yingpeng Xie, Junlong Qu, Hai Xie, Tianfu Wang, Baiying Lei

Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks

Zihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh

Development of Effective Connectome from Infancy to Adolescence

Guoshi Li, Kim-Han Thung, Hoyt Taylor, Zhengwang Wu, Gang Li

Detecting noisy labels with repeated cross-validations

Jianan Chen, Vishwesh Ramanathan, Tony Xu, Anne L. Martel

DES-SAM: Distillation-Enhanced Semantic SAM for Cervical Nuclear Segmentation with Box Annotation

Lina Huang, Yixiong Liang, Jianfeng Liu

Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-training

Tongkun Su, Jun Li, Xi Zhang, Haibo Jin, Hao Chen

DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation

Yifan Gao, Wei Xia, Dingdu Hu, Wenkui Wang, Xin Gao

DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology

Wen-wai Yim, Yujuan Fu, Zhaoyi Sun, Asma Ben Abacha, Meliha Yetisgen

Depth-Driven Geometric Prompt Learning for Laparoscopic Liver Landmark Detection

Jialun Pei, Ruize Cui, Yaoqian Li, Weixin Si, Jing Qin

Depth-Aware Endoscopic Video Inpainting

Francis Xiatian Zhang, Shuang Chen, Xianghua Xie, Hubert P. H. Shum

Deform-Mamba Network for MRI Super-Resolution

Zexin Ji, Beiji Zou, Xiaoyan Kui, Pierre Vera, Su Ruan

Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning

Sunyoung Jung, Yoonseok Choi, Mohammed A. Al-masni, Minyoung Jung, Dong-Hyun Kim

Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting

Shuojue Yang, Qian Li, Daiyun Shen, Bingchen Gong, Qi Dou

DeepRepViz: Identifying potential confounders in deep learning model predictions

Roshan Prakash Rane, Jihoon Kim, Arjun Umesha, Didem Stark, Marc-Andre Schulz

Deep-learning-based groupwise registration for motion correction of cardiac T1 mapping

Yi Zhang, Yidong Zhao, Lu Huang, Liming Xia, Qian Tao

Deep Volume Reconstruction from Multi-focus Microscopic Images

Caio Azevedo, Sanchayan Santra, Sudhakar Kumawat, Hajime Nagahara, Ken'ichi Morooka

Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation

Oleksandra Tmenova, Yordanka Velikova, Mahdi Saleh, Nassir Navab

Deep Model Reference: Simple yet Effective Confidence Estimation for Image Classification

Yuanhang Zheng, Yiqiao Qiu, Haoxuan Che, Hao Chen, Wei-Shi Zheng

Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding

Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas Maier, Rainer Fietkau

Deep intra-operative illumination calibration of hyperspectral cameras

Alexander Baumann, Leonardo Ayala, Alexander Studier-Fischer, Jan Sellner, Berkin Özdemir

Decoupled Training for Semi-supervised Medical Image Segmentation with Worst-Case-Aware Learning

Ankit Das, Chandan Gautam, Hisham Cholakkal, Pritee Agrawal, Feng Yang

Decoding the visual attention of pathologists to reveal their level of expertise

Souradeep Chakraborty, Rajarsi Gupta, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka

Debiased Noise Editing on Foundation Models for Fair Medical Image Classification

ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li

Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions

Junaid R. Rajput, Simon Weinmueller, Jonathan Endres, Peter Dawood, Florian Knoll

DCrownFormer: Morphology-aware Point-to-Mesh Generation Transformer for Dental Crown Prosthesis from 3D Scan Data of Antagonist and Preparation Teeth

Su Yang, Jiyong Han, Sang-Heon Lim, Ji-Yong Yoo, Sujeong Kim

D-CoRP: Differentiable Connectivity Refinement for Functional Brain Networks

Haoyu Hu, Hongrun Zhang, CHAO LI

DCDiff: Dual-Domain Conditional Diffusion for CT Metal Artifact Reduction

Ruochong Shen, Xiaoxu Li, Yuan-Fang Li, Chao Sui, Yu Peng

DB-SAM: Delving into High Quality Universal Medical Image Segmentation

Chao Qin, Jiale Cao, Huazhu Fu, Fahad Shahbaz Khan, Rao Muhammad Anwer

Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration

Anna Reithmeir, Lina Felsner, Rickmer F. Braren, Julia A. Schnabel, Veronika A. Zimmer

Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset

Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu

Data Augmentation with Multi-armed Bandit on Image Deformations Improves Fluorescence Glioma Boundary Recognition

Anqi Xiao, Keyi Han, Xiaojing Shi, Jie Tian, Zhenhua Hu

Cycle-consistent Learning for Fetal Cortical Surface Reconstruction

Xiuyu Dong, Zhengwang Wu, Laifa Ma, Ya Wang, Kaibo Tang

CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

Chen Liu, Matthew Amodio, Liangbo L. Shen, Feng Gao, Arman Avesta

Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets

Chang Liu, Fuxin Fan, Annette Schwarz, Andreas Maier

Customized Relationship Graph Neural Network for Brain Disorder Identification

Zhengwang Xia, Huan Wang, Tao Zhou, Zhuqing Jiao, Jianfeng Lu

Curriculum Prompting Foundation Models for Medical Image Segmentation

Xiuqi Zheng, Yuhang Zhang, Haoran Zhang, Hongrui Liang, Xueqi Bao

CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths

Reihaneh Teimouri, Marta Kersten-Oertel, Yiming Xiao

CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging

Ibrahim Ethem Hamamci, Sezgin Er, Bjoern Menze

CS3: Cascade SAM for Sperm Segmentation

Yi Shi, Xu-Peng Tian, Yun-Kai Wang, Tie-Yi Zhang, Bing Yao

Cryotrack: Planning and Navigation for Computer Assisted Cryoablation

Henry J. Krumb, Jonas Mehtali, Juan Verde, Anirban Mukhopadhyay, Caroline Essert

CryoSAM: Training-free CryoET Tomogram Segmentation with Foundation Models

Yizhou Zhao, Hengwei Bian, Michael Mu, Mostofa R. Uddin, Zhenyang Li

Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection

Alex Ling Yu Hung, Haoxin Zheng, KAI ZHAO, Kaifeng Pang, Demetri Terzopoulos

Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-Contrast CT Scans

Bizhe Bai, Yan-Jie Zhou, Yujian Hu, Tony C. W. Mok, Yilang Xiang

Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features

Zhengyao Ding, Yujian Hu, Ziyu Li, Hongkun Zhang, Fei Wu

Cross-modal Diffusion Modelling for Super-resolved Spatial Transcriptomics

Xiaofei Wang, Xingxu Huang, Stephen Price, CHAO LI

Cross-graph Interaction and Diffusion Probability Models for Lung Nodule Segmentation

Huaqiang Su, Haijun Lei, Chen Guoliang, Baiying Lei

Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation

Fei Gao, Siwen Wang, Fandong Zhang, Hong-Yu Zhou, Yizhou Wang

Cross-conditioned Diffusion Model for Medical Image to Image Translation

Zhaohu Xing, Sicheng Yang, Sixiang Chen, Tian Ye, Yijun Yang

Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation

Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li

CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation

Tingwei Liu, Miao Zhang, Leiye Liu, Jialong Zhong, Shuyao Wang

CP-CLIP: Core-Periphery Feature Alignment CLIP for Zero-Shot Medical Image Analysis

Xiaowei Yu, Zihao Wu, Lu Zhang, Jing Zhang, Yanjun Lyu

COVID19 to Pneumonia: Multi Region Lung Severity Classification using CNN Transformer Position-Aware Feature Encoding Network

Jong Bub Lee, Jung Soo Kim, Hyun Gyu Lee

Cortical Surface Reconstruction from 2D MRI with Segmentation-Constrained Super-Resolution and Representation Learning

Wenxuan Wu, Ruowen Qu, Dongzi Shi, Tong Xiong, Xiangmin Xu

Correlation-adaptive Multi-view CEUS Fusion for Liver Cancer Diagnosis

Peng Wan, Shukang Zhang, Wei Shao, Junyong Zhao, Yinkai Yang

CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis

Fadillah Adamsyah Maani, Numan Saeed, Aleksandr Matsun, Mohammad Yaqub

Convolutional Implicit Neural Representation of pathology whole-slide images

DongEon Lee, Chunsu Park, SeonYeong Lee, SiYeoul Lee, Minwoo Kim

Convex Segments for Convex Objects using DNN Boundary Tracing and Graduated Optimization

Jimut B. Pal, Suyash P. Awate

Controllable Counterfactual Generation for Interpretable Medical Image Classification

SHIYU LIU, Fan Wang, Zehua Ren, Chunfeng Lian, Jianhua Ma

Controllable and Efficient Multi-Class Pathology Nuclei Data Augmentation using Text-Conditioned Diffusion Models

Hyun-Jic Oh, Won-Ki Jeong

Contrast Representation Learning from Imaging Parameters for Magnetic Resonance Image Synthesis

Honglin Xiong, Yu Fang, Kaicong Sun, Yulin Wang, Xiaopeng Zong

Continually Tuning a Large Language Model for Multi-domain Radiology Report Generation

Yihua Sun, Hee Guan Khor, Yuanzheng Wang, Zhuhao Wang, Hongliang Zhao

Continual Domain Incremental Learning for Privacy-aware Digital Pathology

Pratibha Kumari, Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake