MICCAI 2024

856 papers

Affinity Learning Based Brain Function Representation for Disease Diagnosis

Mengjun Liu, Zhiyun Song, Dongdong Chen, Xin Wang, Zixu Zhuang

Adversarial Diffusion Model for Domain-Adaptive Depth Estimation in Bronchoscopic Navigation

Yiguang Yang, Guochen Ning, Changhao Zhong, Hongen Liao

Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset

Hongqiu Wang, Xiangde Luo, Wu Chen, Qingqing Tang, Mei Xin

Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning

Woojung Han, Chanyoung Kim, Dayun Ju, Yumin Shim, Seong Jae Hwang

Advancing Sensorless Freehand 3D Ultrasound Reconstruction with a Novel Coupling Pad

Ling Dai, Kaitao Zhao, Zhongyu Li, Jihua Zhu, Libin Liang

Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring

Qiong Peng, Weiping Lin, Yihuang Hu, Ailisi Bao, Chenyu Lian

Advancing Brain Imaging Analysis Step-by-step via Progressive Self-paced Learning

Yanwu Yang, Hairui Chen, Jiesi Hu, Xutao Guo, Ting Ma

Adaptive Subtype and Stage Inference for Alzheimer’s Disease

Xinkai Wang, Yonggang Shi

Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis

Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Meghana Karri, Amit Reza

Adaptive Curriculum Query Strategy for Active Learning in Medical Image Classification

Siteng Ma, Honghui Du, Kathleen M. Curran, Aonghus Lawlor, Ruihai Dong

Adapting Pre-trained Generative Model to Medical Image for Data Augmentation

Zhouhang Yuan, Zhengqing Fang, Zhengxing Huang, Fei Wu, Yu-Feng Yao

AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis

Townim F. Chowdhury, Vu Minh Hieu Phan, Kewen Liao, Minh-Son To, Yutong Xie

Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise

Bidur Khanal, Tianhong Dai, Binod Bhattarai, Cristian Linte

Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding

Himanshu Aggarwal, Liza Al-Shikhley, Bertrand Thirion

AcneAI: A new acne severity assessment method using digital images and deep learning

Léa Gazeau, Hang Nguyen, Zung Nguyen, Mariia Lebedeva, Thanh Nguyen

ACLNet: A Deep Learning Model for ACL Rupture Classification Combined with Bone Morphology

Chao Liu, Xueqing Yu, Dingyu Wang, Tingting Jiang

Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis

Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho

Accelerated Multi-Contrast MRI Reconstruction via Frequency and Spatial Mutual Learning

Qi Chen, Xiaohan Xing, Zhen Chen, Zhiwei Xiong

ABP: Asymmetric Bilateral Prompting for Text-guided Medical Image Segmentation

Xinyi Zeng, Pinxian Zeng, Jiaqi Cui, Aibing Li, Bo Liu

A Weakly-supervised Multi-lesion Segmentation Framework Based on Target-level Incomplete Annotations

Jianguo Ju, Shumin Ren, Dandan Qiu, Huijuan Tu, Juanjuan Yin

A Wasserstein Recipe for Replicable Machine Learning on Functional Neuroimages

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

A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning

Nafie El Amrani, Dongliang Cao, Florian Bernard

A Unified Model for Longitudinal Multi-Modal Multi-View Prediction with Missingness

Boqi Chen, Junier Oliva, Marc Niethammer

A task-conditional mixture-of-experts model for missing modality segmentation

Philip Novosad, Richard A. D. Carano, Anitha Priya Krishnan

A Scanning Laser Ophthalmoscopy Image Database and Trustworthy Retinal Disease Detection Method

Yichen Hu, Chao Wang, Weitao Song, Aleksei Tiulpin, Qing Liu

A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization

Clément Playout, Zacharie Legault, Renaud Duval, Marie Carole Boucher, Farida Cheriet

A Refer-and-Ground Multimodal Large Language Model for Biomedicine

Xiaoshuang Huang, Haifeng Huang, Lingdong Shen, Yehui Yang, Fangxin Shang

A Patient-Specific Framework for Autonomous Spinal Fixation via a Steerable Drilling Robot

Susheela Sharma, Sarah Go, Zeynep Yakay, Yash Kulkarni, Siddhartha Kapuria

A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features

Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Cimen, Puneet Sharma

A Novel Adaptive Hypergraph Neural Network for Enhancing Medical Image Segmentation

Shurong Chai, Rahul K. Jain, Shaocong Mo, Jiaqing Liu, Yulin Yang

A New Perspective to Boost Performance Fairness For Medical Federated Learning

Yunlu Yan, LEI ZHU, Yuexiang Li, Xinxing Xu, Rick Siow Mong Goh

A New Non-Invasive AI-Based Diagnostic System for Automated Diagnosis of Acute Renal Rejection in Kidney Transplantation: Analysis of ADC Maps Extracted from Matched 3D Iso-Regions of the Transplanted Kidney

Ibrahim Abdelhalim, Mohamed Abou El-Ghar, Amy Dwyer, Rosemary Ouseph, Sohail Contractor

A New Dataset and Baseline Model for Rectal Cancer Risk Assessment in Endoscopic Ultrasound Videos

Jiansong Zhang, Shengnan Wu, Peizhong Liu, Linlin Shen

A New Cine-MRI Segmentation Method of Tongue Dorsum for Postoperative Swallowing Function Analysis

Minghao Sun, Tian Zhou, Chenghui Jiang, Xiaodan Lv, Han Yu

A New Benchmark In Vivo Paired Dataset for Laparoscopic Image De-smoking

Wenyao Xia, Victoria Fan, Terry Peters, Elvis C. S. Chen

A Multi-Information Dual-Layer Cross-Attention Model for Esophageal Fistula Prognosis

Jianqiao Zhang, Hao Xiong, Qiangguo Jin, Tian Feng, Jiquan Ma

A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability

Abdul Rehman, Talha Meraj, Aiman Mahmood Minhas, Ayisha Imran, Mohsen Ali

A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement

Xingguo Wang, Yuhui Ma, Xinyu Guo, Yalin Zheng, Jiong Zhang

A Hybrid CNN-Transformer Feature Pyramid Network for Granular Abdominal Aortic Calcification Detection from DXA Images

Zaid Ilyas, Afsah Saleem, David Suter, John T. Schousboe, William D. Leslie

A Graph-Embedded Latent Space Learning and Clustering Framework for Incomplete Multimodal Multiclass Alzheimer’s Disease Diagnosis

Zaixin Ou, Caiwen Jiang, Yuxiao Liu, Yuanwang Zhang, Zhiming Cui

A framework for assessing joint human-AI systems based on uncertainty estimation

Emir Konuk, Robert Welch, Filip Christiansen, Elisabeth Epstein, Kevin Smith

A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts

Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao

A Domain Adaption Approach for EEG-based Automated Seizure Classification with Temporal-Spatial-Spectral Attention

Xiaoya Fan, Pengzhi Xu, Qi Zhao, Chenru Hao, Zheng Zhao

A Deep Learning Approach for Placing Magnetic Resonance Spectroscopy Voxels in Brain Tumors

Sangyoon Lee, Francesca Branzoli, Thanh Nguyen, Ovidiu Andronesi, Alexander Lin

A Curvature-Guided Coarse-to-Fine Framework for Enhanced Whole Brain Segmentation

Fenqiang Zhao, Yuxing Tang, Le Lu, Ling Zhang

A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images

Qingshan Hou, Shuai Cheng, Peng Cao, Jinzhu Yang, Xiaoli Liu

A Clinical-oriented Lightweight Network for High-resolution Medical Image Enhancement

Yaqi Wang, Leqi Chen, Qingshan Hou, Peng Cao, Jinzhu Yang

A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation

Zhou Zheng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori

7T MRI Synthesization from 3T Acquisitions

Qiming Cui, Duygu Tosun, Pratik Mukherjee, Reza Abbasi-Asl

3D-SAutoMed: Automatic Segment Anything Model for 3D Medical Image Segmentation from Local-Global Perspective

Junjie Liang, Peng Cao, Wenju Yang, Jinzhu Yang, Osmar R. Zaiane

3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks

Xiaoshuang Li, Mingyuan Meng, Zimo Huang, Lei Bi, Eduardo Delamare

3DGR-CAR: Coronary artery reconstruction from ultra-sparse 2D X-ray views with a 3D Gaussians representation

Xueming Fu, Yingtai Li, Fenghe Tang, Jun Li, Mingyue Zhao

3DGPS: A 3D Differentiable-Gaussian-based Planning Strategy for Liver Tumor Cryoablation

Ce Wang, Xiaoyu Huang, Yaqing Kong, Qian Li, You Hao

3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation

Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi

3D Vessel Graph Generation Using Denoising Diffusion

Chinmay Prabhakar, Suprosanna Shit, Fabio Musio, Kaiyuan Yang, Tamaz Amiranashvili

3D Spine Shape Estimation from Single 2D DXA

Emmanuelle Bourigault, Amir Jamaludin, Andrew Zisserman