医学 AI - arXivDaily 专题

2402.18933 2024-04-02 cs.CV 83%

Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration

Tony C. W. Mok, Zi Li, Yunhao Bai, Jianpeng Zhang, Wei Liu, Yan-Jie Zhou, Ke Yan, Dakai Jin, Yu Shi, Xiaoli Yin, Le Lu, Ling Zhang

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

Comments Accepted by CVPR2024

2403.16502 2024-03-26 cs.CV 83%

Medical Image Registration and Its Application in Retinal Images: A Review

Qiushi Nie, Xiaoqing Zhang, Yan Hu, Mingdao Gong, Jiang Liu

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

2402.17417 2024-03-26 cs.CV 83%

CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification

Haoran Lai, Qingsong Yao, Zihang Jiang, Rongsheng Wang, Zhiyang He, Xiaodong Tao, S. Kevin Zhou

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

2403.13167 2024-03-21 cs.CV 83%

Improved EATFormer: A Vision Transformer for Medical Image Classification

Yulong Shisu, Susano Mingwin, Yongshuai Wanwag, Zengqiang Chenso, Sunshin Huing

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

2312.13103 2024-03-05 cs.CL cs.CV 83%

Exploring Multimodal Large Language Models for Radiology Report Error-checking

Jinge Wu, Yunsoo Kim, Eva C. Keller, Jamie Chow, Adam P. Levine, Nikolas Pontikos, Zina Ibrahim, Paul Taylor, Michelle C. Williams, Honghan Wu

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

2403.00606 2024-03-04 cs.CV 83%

Flattening Singular Values of Factorized Convolution for Medical Images

Zexin Feng, Na Zeng, Jiansheng Fang, Xingyue Wang, Xiaoxi Lu, Heng Meng, Jiang Liu

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

2311.06956 2024-03-04 cs.CV 83%

SegReg: Segmenting OARs by Registering MR Images and CT Annotations

Zeyu Zhang, Xuyin Qi, Bowen Zhang, Biao Wu, Hien Le, Bora Jeong, Zhibin Liao, Yunxiang Liu, Johan Verjans, Minh-Son To, Richard Hartley

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

Comments Accepted to ISBI 2024

2402.11273 2024-02-20 cs.CV cs.AI 83%

Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies

Yifei Chen, Chenyan Zhang, Yifan Ke, Yiyu Huang, Xuezhou Dai, Feiwei Qin, Yongquan Zhang, Xiaodong Zhang, Changmiao Wang

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

Comments 5 pages, 2 figures, accept ISBI2024

Journal ref ISBI 2024

2402.09016 2024-02-15 cs.CV 83%

Pyramid Attention Network for Medical Image Registration

Zhuoyuan Wang, Haiqiao Wang, Yi Wang

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

Comments 5 pages, 3 figures, published to ISBI 2024

2402.05035 2024-02-14 cs.CV 83%

A Survey on Domain Generalization for Medical Image Analysis

Ziwei Niu, Shuyi Ouyang, Shiao Xie, Yen-wei Chen, Lanfen Lin

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

Comments This is a withdrawn submission and will be considered invalid. Due to some errors and overlap with published papers, we have chosen to withdraw it

2402.03783 2024-02-07 cs.CV 83%

Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning

Fudan Zheng, Jindong Cao, Weijiang Yu, Zhiguang Chen, Nong Xiao, Yutong Lu

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

Comments Accepted by Pattern Recognition

2402.01191 2024-02-05 cs.CV 83%

Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization

Wentao Chen, Jiwei Li, Xichen Xu, Hui Huang, Siyu Yuan, Miao Zhang, Tianming Xu, Jie Luo, Weimin Zhou

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

Comments SPIE Medical Imaging 2024

2310.20381 2024-02-01 cs.CV cs.AI 83%

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

Yingshu Li, Yunyi Liu, Zhanyu Wang, Xinyu Liang, Lei Wang, Lingqiao Liu, Leyang Cui, Zhaopeng Tu, Longyue Wang, Luping Zhou

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

2401.14206 2024-01-26 eess.IV cs.AI 83%

Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification

Daniele Perlo, Luca Berton, Alessia Delpiano, Francesca Menchini, Stefano Tibaldi, Marco Grosso, Paolo Fonio

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

Journal ref 2022 IEEE International Conference on Big Data (Big Data)

2401.13081 2024-01-25 cs.CV cs.AI 83%

Free Form Medical Visual Question Answering in Radiology

Abhishek Narayanan, Rushabh Musthyala, Rahul Sankar, Anirudh Prasad Nistala, Pranav Singh, Jacopo Cirrone

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

Comments 6 pages and 4 figures

2401.09029 2024-01-18 cs.CV cs.AI 83%

Cross-modality Guidance-aided Multi-modal Learning with Dual Attention for MRI Brain Tumor Grading

Dunyuan Xu, Xi Wang, Jinyue Cai, Pheng-Ann Heng

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

2401.08527 2024-01-17 cs.CV cs.AI 83%

MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment

Yequan Bie, Luyang Luo, Hao Chen

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

2401.07579 2024-01-17 cs.CV 83%

PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation

Jiahui Zhong, Wenhong Tian, Yuanlun Xie, Zhijia Liu, Jie Ou, Taoran Tian, Lei Zhang

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

2309.02742 2024-01-05 cs.CV cs.AI 83%

MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization

Ke Wang, Zanting Ye, Xiang Xie, Haidong Cui, Tao Chen, Banteng Liu

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

Comments 17 pages, 9 figures, 3 tables

Journal ref Knowledge-Based Systems, 2024, 283: 111127

2309.10399 2024-01-03 cs.CV cs.AI 83%

Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results

Gianluca Carloni, Sara Colantonio

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

Comments Added experiments in which we integrate our Mulcat module to existing models using Bottleneck Attention Modules, and added experiments in Few-Shot Learning; 19 pages

2310.01987 2023-12-14 eess.IV 83%

Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders

Dirk Elias Schut, Rachael Maree Wood, Anna Katharina Trull, Rob Schouten, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

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

Comments 20 pages, 9 figures 13-Dec-2023 revision: The plan to make the paper part-one of a two-part series was cancelled. Therefore the title of this paper and the title in the reference to the part-two paper (Wood et al., 2023) were changed

2312.03409 2023-12-07 cs.CV 83%

DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception

Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman

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

Comments 13 pages, 3 figures

2102.07737 2023-11-30 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Zero-Shot Self-Supervised Learning for MRI Reconstruction

Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akçakaya

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref International Conference on Learning Representations (ICLR), 2022

2311.15540 2023-11-28 cs.CV cs.MM 83%

EAFP-Med: An Efficient Adaptive Feature Processing Module Based on Prompts for Medical Image Detection

Xiang Li, Long Lan, Husam Lahza, Shaowu Yang, Shuihua Wang, Wenjing Yang, Hengzhu Liu, Yudong Zhang

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

2311.12617 2023-11-22 cs.CV 83%

Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning

Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof

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

2309.10244 2023-11-22 cs.CV 83%

UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation

Jianghao Wu, Guotai Wang, Ran Gu, Tao Lu, Yinan Chen, Wentao Zhu, Tom Vercauteren, Sébastien Ourselin, Shaoting Zhang

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

Comments 12 pages, 6 figures, to be published on IEEE TMI

2311.09737 2023-11-17 cs.CV 83%

Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation

Bingnan Li, Zhitong Gao, Xuming He

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

Comments 9 pages, Machine Learning for Health (ML4H) 2023

2308.02463 2023-11-17 cs.CV cs.CL 83%

Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

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

2307.15282 2023-11-17 cs.CV 83%

AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization

Chuyan Zhang, Yuncheng Yang, Hao Zheng, Yun Gu

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

2311.02329 2023-11-13 cs.CV cs.AI 83%

Complex Organ Mask Guided Radiology Report Generation

Tiancheng Gu, Dongnan Liu, Zhiyuan Li, Weidong Cai

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

Comments 12 pages, 7 images. Accepted by WACV 2024

1. 医学影像 22719 篇

Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration

Medical Image Registration and Its Application in Retinal Images: A Review

CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification

Improved EATFormer: A Vision Transformer for Medical Image Classification

Exploring Multimodal Large Language Models for Radiology Report Error-checking

Flattening Singular Values of Factorized Convolution for Medical Images

SegReg: Segmenting OARs by Registering MR Images and CT Annotations

Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies

Pyramid Attention Network for Medical Image Registration

A Survey on Domain Generalization for Medical Image Analysis

Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning

Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification

Free Form Medical Visual Question Answering in Radiology

Cross-modality Guidance-aided Multi-modal Learning with Dual Attention for MRI Brain Tumor Grading

MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment

PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation

MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization

Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results

Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders

DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception

Zero-Shot Self-Supervised Learning for MRI Reconstruction

EAFP-Med: An Efficient Adaptive Feature Processing Module Based on Prompts for Medical Image Detection

Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning

UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation

Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation

Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization

Complex Organ Mask Guided Radiology Report Generation