医学 AI

Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation

Yunqi Gu, Tao Zhou, Yizhe Zhang, Yi Zhou, Kelei He, Chen Gong, Huazhu Fu

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 12 pages 10 figures

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis

Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI

Ashraya K. Indrakanti, Jakob Wasserthal, Martin Segeroth, Shan Yang, Victor Schulze-Zachau, Joshy Cyriac, Michael Bach, Marios Psychogios, Matthias A. Mutke

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 14 pages, 5 figures, 3 tables, 2 supplementary tables

H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration

Yufeng Zhou, Wenming Cao

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；分类 cs.CV

Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis

Vu Minh Hieu Phan, Yutong Xie, Bowen Zhang, Yuankai Qi, Zhibin Liao, Antonios Perperidis, Son Lam Phung, Johan W. Verjans, Minh-Son To

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Comments MICCAI version before camera ready

Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation

Qiaoxin Li, Ruifeng Chen, Peng Wang, Guotao Quan, Yanfeng Du, Dong Liang, Yinsheng Li

专题命中 医学影像 ：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation

Lanhu Wu, Miao Zhang, Yongri Piao, Zhenyan Yao, Weibing Sun, Feng Tian, Huchuan Lu

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

SCREENER: A general framework for task-specific experiment design in quantitative MRI

Tianshu Zheng, Zican Wang, Timothy Bray, Daniel C. Alexander, Dan Wu, Hui Zhang

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation

Yufan He, Pengfei Guo, Yucheng Tang, Andriy Myronenko, Vishwesh Nath, Ziyue Xu, Dong Yang, Can Zhao, Daguang Xu, Wenqi Li

专题命中 医学影像 ：CT(title,abstract)；medical image(abstract)；分类 cs.CV

S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation

Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Comments Accepted in MICCAI 2024

Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images

Siladittya Manna, Saumik Bhattacharya, Umapada Pal

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Comments Accepted to ICPR 2024

Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease

Rosemary He, Gabriella Ang, Daniel Tward

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments MICCAI 2024 LDTM workshop

Lightweight Framework for Automated Kidney Stone Detection using coronal CT images

Fangyijie Wang, Guenole Silvestre, Kathleen M. Curran

专题命中 医学影像 ：CT(title,abstract)；diagnosis(abstract)；分类 eess.IV

Comments 5 pages, 2 figures, 3 tables

Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components

Hermione Warr, Yasin Ibrahim, Daniel R. McGowan, Konstantinos Kamnitsas

专题命中 医学影像 ：radiology(title,abstract)；medical image(abstract)；分类 cs.CV

Comments Accepted to MICCAI UNSURE Workshop

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation

Xiao Song, Jiafan Liu, Yun Li, Yan Liu, Wenbin Lei, Ruxin Wang

专题命中 医学影像 ：radiology(title,abstract)；biomedical(abstract)；分类 cs.CV

Comments 10 pages,5 figures

How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?

Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments Early accepted to MICCAI 2023

Few-Shot Medical Image Segmentation with Large Kernel Attention

Xiaoxiao Wu, Xiaowei Chen, Zhenguo Gao, Shulei Qu, Yuanyuan Qiu

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；分类 cs.CV

X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray Images

Yunpeng Wang, Kang Wang, Yaoyao Zhuo, Weiya Shi, Fei Shan, Lei Liu

专题命中 医学影像 ：CT(title,abstract)；diagnosis(abstract)；分类 cs.CV

HERGen: Elevating Radiology Report Generation with Longitudinal Data

Fuying Wang, Shenghui Du, Lequan Yu

专题命中 医学影像 ：radiology(title,abstract)；medical image(abstract)；分类 cs.CV

Comments ECCV 2024

Contrastive Learning with Counterfactual Explanations for Radiology Report Generation

Mingjie Li, Haokun Lin, Liang Qiu, Xiaodan Liang, Ling Chen, Abdulmotaleb Elsaddik, Xiaojun Chang

专题命中 医学影像 ：radiology(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments ECCV 2024

General Vision Encoder Features as Guidance in Medical Image Registration

Fryderyk Kögl, Anna Reithmeir, Vasiliki Sideri-Lampretsa, Ines Machado, Rickmer Braren, Daniel Rückert, Julia A. Schnabel, Veronika A. Zimmer

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；分类 cs.CV

Comments Accepted at WBIR MICCAI 2024

BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval

Yinda Chen, Che Liu, Xiaoyu Liu, Rossella Arcucci, Zhiwei Xiong

专题命中 医学影像 ：CT(title,abstract)；medical image(abstract)；分类 cs.CV

SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation

Guoan Wang, Jin Ye, Junlong Cheng, Tianbin Li, Zhaolin Chen, Jianfei Cai, Junjun He, Bohan Zhuang

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Journal ref MICCAI 2024

Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning

Chuanpu Li, Zeli Chen, Yiwen Zhang, Liming Zhong, Wei Yang

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Unified Medical Image Pre-training in Language-Guided Common Semantic Space

Xiaoxuan He, Yifan Yang, Xinyang Jiang, Xufang Luo, Haoji Hu, Siyun Zhao, Dongsheng Li, Yuqing Yang, Lili Qiu

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:2210.06044 by other authors

Out-of-distribution Detection in Medical Image Analysis: A survey

Zesheng Hong, Yubiao Yue, Yubin Chen, Lele Cong, Huanjie Lin, Yuanmei Luo, Mini Han Wang, Weidong Wang, Jialong Xu, Xiaoqi Yang, Hechang Chen, Zhenzhang Li, Sihong Xie

专题命中 医学影像 ：medical image(title,abstract)；medical AI(abstract)；分类 cs.CV

Comments 23 pages, 3 figures

Surface-based parcellation and vertex-wise analysis of ultra high-resolution ex vivo 7 tesla MRI in Alzheimer's disease and related dementias

Pulkit Khandelwal, Michael Tran Duong, Lisa Levorse, Constanza Fuentes, Amanda Denning, Winifred Trotman, Ranjit Ittyerah, Alejandra Bahena, Theresa Schuck, Marianna Gabrielyan, Karthik Prabhakaran, Daniel Ohm, Gabor Mizsei, John Robinson, Monica Munoz, John Detre, Edward Lee, David Irwin, Corey McMillan, M. Dylan Tisdall, Sandhitsu Das, David Wolk, Paul A. Yushkevich

专题命中 医学影像 ：MRI(title,abstract)；pathology(abstract)；分类 cs.CV

Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning

Bomin Wang, Xinzhe Luo, Xiahai Zhuang

专题命中 医学影像 ：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Comments Accepted by MICCAI 2024

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

Jinhong Wang, Jintai Chen, Danny Chen, Jian Wu

专题命中 医学影像 ：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments Accepted by MICCAI 2024

Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation

Yumin Zhang, Hongliu Li, Yajun Gao, Haoran Duan, Yawen Huang, Yefeng Zheng

专题命中 医学影像 ：medical image(title,abstract)；biomedical(abstract)；分类 cs.CV