医学 AI

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

An approximation-based approach versus an AI one for the study of CT images of abdominal aorta aneurysms

Lucrezia Rinelli, Arianna Travaglini, Nicolò Vescera, Gianluca Vinti

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

Comments 28 pages

Language Augmentation in CLIP for Improved Anatomy Detection on Multi-modal Medical Images

Mansi Kakkar, Dattesh Shanbhag, Chandan Aladahalli, Gurunath Reddy M

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

Comments $©$ 2024 IEEE. Accepted in 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2024

The RSNA Abdominal Traumatic Injury CT (RATIC) Dataset

Jeffrey D. Rudie, Hui-Ming Lin, Robyn L. Ball, Sabeena Jalal, Luciano M. Prevedello, Savvas Nicolaou, Brett S. Marinelli, Adam E. Flanders, Kirti Magudia, George Shih, Melissa A. Davis, John Mongan, Peter D. Chang, Ferco H. Berger, Sebastiaan Hermans, Meng Law, Tyler Richards, Jan-Peter Grunz, Andreas Steven Kunz, Shobhit Mathur, Sandro Galea-Soler, Andrew D. Chung, Saif Afat, Chin-Chi Kuo, Layal Aweidah, Ana Villanueva Campos, Arjuna Somasundaram, Felipe Antonio Sanchez Tijmes, Attaporn Jantarangkoon, Leonardo Kayat Bittencourt, Michael Brassil, Ayoub El Hajjami, Hakan Dogan, Muris Becircic, Agrahara G. Bharatkumar, Eduardo Moreno Júdice de Mattos Farina, Dataset Curator Group, Dataset Contributor Group, Dataset Annotator Group, Errol Colak

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

Comments 40 pages, 2 figures, 3 tables

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

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

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

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

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

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

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