医学 AI

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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