医学 AI - arXivDaily 专题

2405.18774 2024-05-30 cs.CV 83%

LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration

Mingrui Ma, Yu Yang

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

2405.10570 2024-05-30 eess.IV cs.AI 83%

Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI

Yirong Zhou, Chengyan Wang, Mengtian Lu, Kunyuan Guo, Zi Wang, Dan Ruan, Rui Guo, Peijun Zhao, Jianhua Wang, Naiming Wu, Jianzhong Lin, Yinyin Chen, Hang Jin, Lianxin Xie, Lilan Wu, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Xiaobo Qu

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

Comments 10 pages, 8 figures, 6 tables

2405.18511 2024-05-30 cs.CV 83%

Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation

Wentian Xu, Matthew Moffat, Thalia Seale, Ziyun Liang, Felix Wagner, Daniel Whitehouse, David Menon, Virginia Newcombe, Natalie Voets, Abhirup Banerjee, Konstantinos Kamnitsas

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

Comments Accepted to MIDL 2024

Journal ref Proceedings of Machine Learning Research, MIDL 2024

2405.17002 2024-05-29 cs.CV 83%

UIT-DarkCow team at ImageCLEFmedical Caption 2024: Diagnostic Captioning for Radiology Images Efficiency with Transformer Models

Quan Van Nguyen, Huy Quang Pham, Dan Quang Tran, Thang Kien-Bao Nguyen, Nhat-Hao Nguyen-Dang, Bao-Thien Nguyen-Tat

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

2308.02958 2024-05-24 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

K-band: Self-supervised MRI Reconstruction via Stochastic Gradient Descent over K-space Subsets

Frederic Wang, Han Qi, Alfredo De Goyeneche, Reinhard Heckel, Michael Lustig, Efrat Shimron

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

2405.09409 2024-05-16 cs.CV cs.DC 83%

Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain

Markus R. Bujotzek, Ünal Akünal, Stefan Denner, Peter Neher, Maximilian Zenk, Eric Frodl, Astha Jaiswal, Moon Kim, Nicolai R. Krekiehn, Manuel Nickel, Richard Ruppel, Marcus Both, Felix Döllinger, Marcel Opitz, Thorsten Persigehl, Jens Kleesiek, Tobias Penzkofer, Klaus Maier-Hein, Rickmer Braren, Andreas Bucher

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

2405.04974 2024-05-09 cs.CV cs.AI 83%

Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI

Keqiang Fan, Xiaohao Cai, Mahesan Niranjan

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

2307.15506 2024-05-07 cs.CV physics.med-ph 83%

Improving image quality of sparse-view lung tumor CT images with U-Net

Annika Ries, Tina Dorosti, Johannes Thalhammer, Daniel Sasse, Andreas Sauter, Felix Meurer, Ashley Benne, Tobias Lasser, Franz Pfeiffer, Florian Schaff, Daniela Pfeiffer

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

Journal ref Eur Radiol Exp 8, 54 (2024)

2405.00683 2024-05-03 eess.IV 83%

Frequency-Guided U-Net: Leveraging Attention Filter Gates and Fast Fourier Transformation for Enhanced Medical Image Segmentation

Haytham Al Ewaidat, Youness El Brag, Ahmad Wajeeh Yousef E'layan, Ali Almakhadmeh

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

Comments 29 pagges , 12 Figures

2405.00075 2024-05-02 eess.IV 83%

Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review

Siyi Xun, Qiaoyu Li, Xiaohong Liu, Guangtao Zhai, Mingxiang Wu, Tao Tan

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

2402.07330 2024-05-02 cs.CV cs.NE 83%

Expert-Adaptive Medical Image Segmentation

Binyan Hu, A. K. Qin

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

2404.19167 2024-05-01 eess.IV physics.med-ph 83%

Advancing low-field MRI with a universal denoising imaging transformer: Towards fast and high-quality imaging

Zheren Zhu, Azaan Rehman, Xiaozhi Cao, Congyu Liao, Yoo Jin Lee, Michael Ohliger, Hui Xue, Yang Yang

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

2404.18831 2024-04-30 cs.CV cs.AI 83%

ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization

Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu Pham, Shrikanth Narayanan, Michael Pazzani

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

Comments 8 pages

2404.16754 2024-04-26 cs.CV 83%

RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis

Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Jiayu Lei, Ya Zhang, Yanfeng Wang, Weidi Xie

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

2404.08350 2024-04-15 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representation

Veronika Spieker, Hannah Eichhorn, Jonathan K. Stelter, Wenqi Huang, Rickmer F. Braren, Daniel Rückert, Francisco Sahli Costabal, Kerstin Hammernik, Claudia Prieto, Dimitrios C. Karampinos, Julia A. Schnabel

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

Comments Under Review

2404.07032 2024-04-11 cs.CV 83%

An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation

Zhenxi Zhang, Heng Zhou, Xiaoran Shi, Ran Ran, Chunna Tian, Feng Zhou

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

2404.04960 2024-04-09 cs.CV 83%

PairAug: What Can Augmented Image-Text Pairs Do for Radiology?

Yutong Xie, Qi Chen, Sinuo Wang, Minh-Son To, Iris Lee, Ee Win Khoo, Kerolos Hendy, Daniel Koh, Yong Xia, Qi Wu

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

Comments Accepted to CVPR2024

2404.04936 2024-04-09 cs.CV 83%

Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models

Weiwei Cao, Jianpeng Zhang, Yingda Xia, Tony C. W. Mok, Zi Li, Xianghua Ye, Le Lu, Jian Zheng, Yuxing Tang, Ling Zhang

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

Comments Accepted by CVPR 2024

2404.01127 2024-04-02 cs.CV cs.AI 83%

Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation

Yulin Chen, Guoheng Huang, Kai Huang, Zijin Lin, Guo Zhong, Shenghong Luo, Jie Deng, Jian Zhou

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

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

1. 医学影像 22645 篇

LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration

Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI

Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation

UIT-DarkCow team at ImageCLEFmedical Caption 2024: Diagnostic Captioning for Radiology Images Efficiency with Transformer Models

K-band: Self-supervised MRI Reconstruction via Stochastic Gradient Descent over K-space Subsets

Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain

Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI

Improving image quality of sparse-view lung tumor CT images with U-Net

Frequency-Guided U-Net: Leveraging Attention Filter Gates and Fast Fourier Transformation for Enhanced Medical Image Segmentation

Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review

Expert-Adaptive Medical Image Segmentation

Advancing low-field MRI with a universal denoising imaging transformer: Towards fast and high-quality imaging

ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization

RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis

Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representation

An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation

PairAug: What Can Augmented Image-Text Pairs Do for Radiology?

Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models

Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation

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