医学 AI

Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Lung Nodule Malignancy Prediction

Luoting Zhuang, Seyed Mohammad Hossein Tabatabaei, Ramin Salehi-Rad, Linh M. Tran, Denise R. Aberle, Ashley E. Prosper, William Hsu

机构 * organization= Medical \& Imaging Informatics, Department of Radiological Sciences, David Geffen School of Medicine at UCLA , city= Los Angeles , postcode= 90095 , state= CA , country= USA ； organization= Department of Medicine, Division of Pulmonology ； Critical Care, David Geffen School of Medicine at UCLA , city= Los Angeles , postcode= 90095 , state= CA , country= USA 纠错

专题命中 医疗多模态 ：CT(abstract)；diagnosis(abstract)；分类 cs.CV、q-bio；biomedical(journal_ref)

Journal ref Journal of Biomedical Informatics 172 (2025) 104947

Fleming-VL: Towards Universal Medical Visual Reasoning with Multimodal LLMs

Yan Shu, Chi Liu, Robin Chen, Derek Li, Bryan Dai

机构 * Ubiquant（乌比量化） 纠错

专题命中 医疗多模态 ：medical AI(abstract)；medical image(abstract)；分类 cs.CV

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities

Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Sara Pieri, Saeed Yahya Alseiari, Shanavas Cholakkal, Khaled Aldahmani, Fahad Khan, Rao Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal

机构 * Mohamed Bin Zayed University of Artificial Intelligence（Mohamed Bin Zayed大学人工智能学院） ； Linköping University（林肯大学） ； Shaikh Tahnoon bin Mohammed Medical City（Shaikh Tahnoon bin Mohammed医疗城） ； Tawam Hospital（Tawam医院） ； Sheikh Shakhbout Medical City（Sheikh Shakhbout医疗城） ； Govt Medical College Kozhikode（科钦政府医学院） 纠错

专题命中 医疗多模态 ：CT(abstract)；radiology(abstract)；分类 cs.CV

Comments Accepted to EMNLP 2025 (Findings)

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2025, pages 14051-14071

MID: A Self-supervised Multimodal Iterative Denoising Framework

Chang Nie, Tianchen Deng, Zhe Liu, Hesheng Wang

机构 * School of Automation and Intelligent Sensing, Shanghai Jiao Tong University（自动化与智能感知学院，上海交通大学） ； Key Laboratory of System Control and Information Processing, Ministry of Education of China（系统控制与信息处理重点实验室，中华人民共和国教育部） 纠错

专题命中 医疗多模态 ：biomedical(abstract)；分类 cs.CV