arXivDaily arXiv每日学术速递 周一至周五更新

科学与医疗

医学 AI

医学智能、临床 AI、医学影像、病理、诊断和医疗健康大模型。

2025-08-19 至 2025-08-19 共收录 46 信号源:cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 诊断辅助 13 篇

2508.12405 2025-08-19 cs.CL cs.AI 50%

Extracting Post-Acute Sequelae of SARS-CoV-2 Infection Symptoms from Clinical Notes via Hybrid Natural Language Processing

Zilong Bai, Zihan Xu, Cong Sun, Chengxi Zang, H. Timothy Bunnell, Catherine Sinfield, Jacqueline Rutter, Aaron Thomas Martinez, L. Charles Bailey, Mark Weiner, Thomas R. Campion, Thomas Carton, Christopher B. Forrest, Rainu Kaushal, Fei Wang, Yifan Peng

机构 * Population Health Sciences, Weill Cornell Medicine(流行病学与公共卫生科学系,韦尔·康奈尔医学学院) Nemours Children’s Health(Nemours儿童健康中心) RECOVER Patient, Caregiver, or Community Advocate Representative(RECOVER患者、护理人员或社区倡导代表) Applied Clinical Research Center, Children’s Hospital of Philadelphia(儿童医院菲利普斯应用临床研究中心) Louisiana Public Health Institute(路易斯安那公共卫生研究所)

专题命中 诊断辅助 :diagnosis(abstract)

Comments Accepted for publication in npj Health Systems

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2508.12010 2025-08-19 math.OC cs.SY eess.SY 50%

Active Fault Identification and Robust Control for Unknown Bounded Faults via Volume-Based Costs

Annalena Daniels, Johannes Teutsch, Fabian Kleindienst, Marion Leibold, Dirk Wollherr

专题命中 诊断辅助 :diagnosis(abstract)

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2508.11894 2025-08-19 cs.AI 50%

QuarkMed Medical Foundation Model Technical Report

Ao Li, Bin Yan, Bingfeng Cai, Chenxi Li, Cunzhong Zhao, Fugen Yao, Gaoqiang Liu, Guanjun Jiang, Jian Xu, Liang Dong, Liansheng Sun, Rongshen Zhang, Xiaolei Gui, Xin Liu, Xin Shang, Yao Wu, Yu Cao, Zhenxin Ma, Zhuang Jia

机构 * Quark Medical Team, Alibaba Group(阿里集团量子医疗团队)

专题命中 诊断辅助 :medical AI(abstract)

Comments 20 pages

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2. 病理影像 3 篇

2508.12025 2025-08-19 q-bio.TO 79%

Towards interpretable prediction of recurrence risk in breast cancer using pathology foundation models

Jakub R. Kaczmarzyk, Sarah C. Van Alsten, Alyssa J. Cozzo, Rajarsi Gupta, Peter K. Koo, Melissa A. Troester, Katherine A. Hoadley, Joel H. Saltz

专题命中 病理影像 :pathology(title,abstract);分类 q-bio

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2508.12484 2025-08-19 cs.CV 70%

Skin Cancer Classification: Hybrid CNN-Transformer Models with KAN-Based Fusion

Shubhi Agarwal, Amulya Kumar Mahto

机构 * Mehta Family School of Data Science(梅hta家族数据科学学院) Artificial Intelligence Indian Institute of Technology Guwahati Assam, India(人工智能印度理工学院果阿瓦提阿萨姆印度)

专题命中 病理影像 :medical image(abstract);diagnosis(abstract);分类 cs.CV

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2508.12629 2025-08-19 cs.LG q-bio.BM 60%

FlowMol3: Flow Matching for 3D De Novo Small-Molecule Generation

Ian Dunn, David R. Koes

机构 * Department of Computational and Systems Biology, University of Pittsburgh(计算与系统生物学系,匹兹堡大学)

专题命中 病理影像 :pathology(abstract);分类 cs.LG、q-bio

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3. 医疗多模态 3 篇

2508.11673 2025-08-19 cs.LG cs.AI cs.CV cs.MM 88%

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning

Haojie Zhang, Yixiong Liang, Hulin Kuang, Lihui Cen, Zhe Qu, Yigang Cen, Min Zeng, Shichao Kan

机构 * School of Computer Science and Engineering, Central South University(计算机科学与工程学院,中南大学) School of Automation, Central South University(自动化学院,中南大学) School of Computer Science and Technology, Beijing Jiaotong University(计算机科学与技术学院,北京交通大学)

专题命中 医疗多模态 :medical image(title,abstract);biomedical(title,abstract);分类 cs.CV、cs.LG

Comments 10 pages, 3 figures, submitted to ACM Multimedia 2025

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2508.12473 2025-08-19 cs.CV cs.AI 57%

Standardization of Neuromuscular Reflex Analysis -- Role of Fine-Tuned Vision-Language Model Consortium and OpenAI gpt-oss Reasoning LLM Enabled Decision Support System

Eranga Bandara, Ross Gore, Sachin Shetty, Ravi Mukkamala, Christopher Rhea, Atmaram Yarlagadda, Shaifali Kaushik, L. H. M. P. De Silva, Andriy Maznychenko, Inna Sokolowska, Amin Hass, Kasun De Zoysa

机构 * Old Dominion University(旧 Dominion 大学) AnaletIQ McDonald Army Health Center(麦克唐纳陆军医疗中心) University of Sri Jayewardenepura(Sri Jayewardenepura 大学) University of Gdańsk(盖尔范大学) University of Colombo(科伦坡大学)

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

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2508.13072 2025-08-19 cs.AI 50%

A Language-Signal-Vision Multimodal Framework for Multitask Cardiac Analysis

Yuting Zhang, Tiantian Geng, Luoying Hao, Xinxing Cheng, Alexander Thorley, Xiaoxia Wang, Wenqi Lu, Sandeep S Hothi, Lei Wei, Zhaowen Qiu, Dipak Kotecha, Jinming Duan

机构 * School of Computer Science, University of Birmingham, Birmingham, UK Department of Cardiovascular Sciences, University of Birmingham, Birmingham, UK NIHR Birmingham Biomedical Research Centre West Midlands NHS Secure Data Environment, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK Department of Computing Mathematics, Manchester Metropolitan University, Manchester, UK Department of Cardiology, Heart Lung Centre, Royal Wolverhampton NHS Trust, Wolverhampton, UK Department of Cardiovascular Surgery, The First Affiliated Hospital with Nanjing Medical University , Nanjing,China College of Computer Control Engineering, Northeast Forestry University, Harbin, China Julius Center, University Medical Center Utrecht, the Netherlands Data Sciences, University of Manchester, Manchester, UK

专题命中 医疗多模态 :diagnosis(abstract)

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4. 生物医学文本 5 篇

2311.01301 2025-08-19 cs.LG cs.AI stat.ME 79%

TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models

Javier González, Risa Ueno, Cliff Wong, Zelalem Gero, Jass Bagga, Isabel Chien, Eduard Oravkin, Emre Kiciman, Aditya Nori, Roshanthi Weerasinghe, Rom S. Leidner, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon

机构 * Microsoft(微软公司) University of Cambridge(剑桥大学) University of Oxford(牛津大学) Providence Genomics(普罗维登斯基因组学)

专题命中 生物医学文本 :biomedical(title,abstract);分类 cs.LG

Comments 4 figures, 1 table

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2508.11784 2025-08-19 cs.IR cs.LG 79%

Ontology-Guided Query Expansion for Biomedical Document Retrieval using Large Language Models

Zabir Al Nazi, Vagelis Hristidis, Aaron Lawson McLean, Jannat Ara Meem, Md Taukir Azam Chowdhury

机构 * University of California Riverside(加州大学河滨分校) Friedrich Schiller University Jena(施莱尔大学耶拿分校)

专题命中 生物医学文本 :biomedical(title,abstract);分类 cs.LG

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2505.15747 2025-08-19 cs.LG cs.AI 70%

Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs

Kanan Kiguchi, Yunhao Tu, Katsuhiro Ajito, Fady Alnajjar, Kazuyuki Murase

专题命中 生物医学文本 :MRI(abstract);pathology(abstract);分类 cs.LG

Comments 38 pages, 8 figures, 4 tables

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2508.13097 2025-08-19 cs.CE cs.LG 57%

Denoising diffusion models for inverse design of inflatable structures with programmable deformations

Sara Karimi, Nikolaos N. Vlassis

机构 * Department of Mechanical and Aerospace Engineering, Rutgers University(机械与航空航天工程系,罗格斯大学)

专题命中 生物医学文本 :biomedical(abstract);分类 cs.LG

Comments 21 pages, 12 figures

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2508.13096 2025-08-19 physics.optics eess.IV 57%

Hybrid Deep Reconstruction for Vignetting-Free Upconversion Imaging through Scattering in ENZ Materials

Hao Zhang, Yang Xu, Wenwen Zhang, Saumya Choudhary, M. Zahirul Alam, Long D. Nguyen, Matthew Klein, Shivashankar Vangala, J. Keith Miller, Eric G. Johnson, Joshua R. Hendrickson, Robert W. Boyd, Sergio Carbajo

专题命中 生物医学文本 :biomedical(abstract);分类 eess.IV

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5. 健康监测 2 篇

2508.11656 2025-08-19 eess.SP cs.LG 62%

Inductive transfer learning from regression to classification in ECG analysis

Ridma Jayasundara, Ishan Fernando, Adeepa Fernando, Roshan Ragel, Vajira Thambawita, Isuru Nawinne

机构 * Department of Computer Engineering, University of Peradeniya(计算机工程系,珀德尼亚大学) SimulaMet

专题命中 健康监测 :diagnosis(abstract);分类 cs.LG、eess.SP

Comments This manuscript is 15 pages with 4 tables and 5 figures. The manuscript is under review at Nature Scientific Reports

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2508.11655 2025-08-19 physics.med-ph eess.SP physics.app-ph 57%

Stretchable and self-adhesive triboelectric sensor for real-time musculoskeletal monitoring and personalized recovery

Cai Lin, Yunyi Ding, Kai Lin, Ru Wang, Yichen Luo, Xiaofen Wu

专题命中 健康监测 :diagnosis(abstract);分类 eess.SP

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