医学 AI - arXivDaily 专题

2508.13192 2025-08-20 eess.IV cs.CV 84%

Benchmarking GPT-5 for Zero-Shot Multimodal Medical Reasoning in Radiology and Radiation Oncology

Mingzhe Hu, Zach Eidex, Shansong Wang, Mojtaba Safari, Qiang Li, Xiaofeng Yang

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

2508.13796 2025-08-20 cs.CV cs.AI 83%

A Fully Transformer Based Multimodal Framework for Explainable Cancer Image Segmentation Using Radiology Reports

Enobong Adahada, Isabel Sassoon, Kate Hone, Yongmin Li

机构 * Department of Computer Science（计算机科学系）

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

2508.13626 2025-08-20 eess.IV cs.CV 82%

State of Abdominal CT Datasets: A Critical Review of Bias, Clinical Relevance, and Real-world Applicability

Saeide Danaei, Zahra Dehghanian, Elahe Meftah, Nariman Naderi, Seyed Amir Ahmad Safavi-Naini, Faeze Khorasanizade, Hamid R. Rabiee

机构 * Data Science and Machine Learning Lab (DML), Department of Computer Engineering, Sharif University of Technology（数据科学与机器学习实验室（DML），计算机工程系，谢里夫大学）； Data-Driven and Digital Health (D3M), The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai（数据驱动与数字健康（D3M），查尔斯·布朗弗曼个性化医学研究所，辛辛那提医学院）； Shahid Beheshti University of Medical Sciences（沙希德·贝赫什提医学科学大学）； Tehran University of Medical Sciences Cancer Research Institute（德黑兰医学院医学科学癌症研究所）

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

Comments Preprint. Submitted to IEEE Journal of Biomedical and Health Informatics (under review). 10 pages, 3 figures, 5 tables

2410.02458 2025-08-20 eess.IV cs.CL cs.CV 82%

MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation

Gurucharan Marthi Krishna Kumar, Aman Chadha, Janine Mendola, Amir Shmuel

机构 * Montreal Neurological Institute, McGill University（蒙特利尔神经科学研究所，麦吉尔大学）

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

Comments Accepted to the CVAMD Workshop (Computer Vision for Automated Medical Diagnosis) at the 2025 IEEE/CVF International Conference on Computer Vision (ICCVW 2025)

2508.13712 2025-08-20 cs.CV 79%

Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation

Shumeng Li, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao

机构 * School of Intelligence Science and Technology, Nanjing University（智能科学与技术学院、南京大学）； School of Electrical and Information Engineering, The University of Sydney（电气与信息工程学院、悉尼大学）

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

2508.13236 2025-08-20 eess.IV cs.AI cs.CV 73%

Uncertainty-Aware Learning Policy for Reliable Pulmonary Nodule Detection on Chest X-Ray

Hyeonjin Choi, Jinse Kim, Dong-yeon Yoo, Ju-sung Sun, Jung-won Lee

机构 * Ajou University（全州大学）； Ajou University Hospital（全州大学医院）

专题命中医学影像：medical AI(abstract)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 8 pages, 5 figures

2508.13239 2025-08-20 eess.IV cs.CV 73%

PediDemi -- A Pediatric Demyelinating Lesion Segmentation Dataset

Maria Popa, Gabriela Adriana Visa

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

2508.13328 2025-08-20 cs.LG cs.AI 70%

A Dual-Attention Graph Network for fMRI Data Classification

Amirali Arbab, Zeinab Davarani, Mehran Safayani

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

2508.14024 2025-08-20 eess.IV cs.CV 62%

UNICON: UNIfied CONtinual Learning for Medical Foundational Models

Mohammad Areeb Qazi, Munachiso S Nwadike, Ibrahim Almakky, Mohammad Yaqub, Numan Saeed

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）

专题命中医学影像：CT(abstract)；分类 cs.CV、eess.IV

Comments 10 pages, 1 figure

2508.13936 2025-08-20 eess.IV cs.CV 62%

MMIS-Net for Retinal Fluid Segmentation and Detection

Nchongmaje Ndipenocha, Alina Mirona, Kezhi Wanga, Yongmin Li

机构 * Brunel University London（布鲁内尔大学伦敦分校）

专题命中医学影像：medical image(abstract)；分类 cs.CV、eess.IV

2508.12942 2025-08-20 cs.CV cs.LG 62%

Fully Automated Segmentation of Fiber Bundles in Anatomic Tracing Data

Kyriaki-Margarita Bintsi, Yaël Balbastre, Jingjing Wu, Julia F. Lehman, Suzanne N. Haber, Anastasia Yendiki

机构 * Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School（Athinoula A. Martinos 生物医学成像中心、麻省总医院和哈佛医学院）； Department of Experimental Psychology, University College London（伦敦大学学院心理学系）； Department of Pharmacology and Physiology, University of Rochester School of Medicine（罗切斯特大学医学学院药理学与生理学系）； McLean Hospital（麦肯纳医院）

专题命中医学影像：MRI(abstract)；分类 cs.CV、cs.LG

Comments Accepted at CDMRI, MICCAI 2025

2508.11922 2025-08-20 cs.CV 57%

Assessment of Using Synthetic Data in Brain Tumor Segmentation

Aditi Jahagirdar, Sameer Joshi

专题命中医学影像：MRI(abstract)；分类 cs.CV

Comments Updates include improved references, clearer table column title, and minor language corrections

2410.06129 2025-08-20 physics.med-ph eess.IV 57%

Algebraic Methods and Computational Strategies for Pseudoinverse-Based MR Image Reconstruction (Pinv-Recon)

Kylie Yeung, Christine Tobler, Rolf F Schulte, Benjamin White, Anthony McIntyre, Sebastien Serres, Peter Morris, Dorothee Auer, Fergus V Gleeson, Damian J Tyler, James T Grist, Florian Wiesinger

专题命中医学影像：MRI(abstract)；分类 eess.IV

Comments 31 pages, 9 figures (+ Supplementary Material). Revised submission to Scientific Reports

2506.00521 2025-08-20 math.OC 50%

Convergence rates of regularized quasi-Newton methods without strong convexity

Shida Wang, Jalal Fadili, Peter Ochs

专题命中医学影像：CT(abstract)

Comments arXiv admin note: text overlap with arXiv:2410.11676

2508.13311 2025-08-20 nucl-ex hep-ph nucl-th 50%

Seeing Through the Nucleus: A Review of Color Transparency Phenomena

Holly Szumila-Vance, Dipangkar Dutta, Gerald A. Miller, Misak Sargsian