医学 AI

Voice-guided Orchestrated Intelligence for Clinical Evaluation (VOICE): A Voice AI Agent System for Prehospital Stroke Assessment

Julian Acosta, Scott Adams, Julius Kernbach, Romain Hardy, Sung Eun Kim, Luyang Luo, Xiaoman Zhang, Shreya Johri, Mohammed Baharoon, Pranav Rajpurkar

机构 * Harvard Medical School（哈佛医学院） ； University of Saskatchewan（萨斯喀彻温大学） ； University Hospital Heidelberg (UKHD)（海德堡大学医院（UKHD）） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Structure and Elastic properties of Titanium MXenes: evaluation of COMB3, REAXFF and MEAM force fields

Luis F. V. Thomazini, Alexandre F. Fonseca

专题命中 医学数据与评测 ：biomedical(abstract)

Comments 44 pages, 4 figures, 10 tables

Identification of Design Recommendations for Augmented Reality Authors in Corporate Training

Stefan Graser, Martin Schrepp, Stephan Böhm

专题命中 医学数据与评测 ：CT(abstract)

Comments 9 pages, 1 table, 1 figure

Chemical Space of Molecular Nanomotors: Optimizing Photochemical Properties for One- and Two-photon Applications

Alexander Mielke, Alexander Scrimgeour, Enrico Tapavicza

专题命中 医学数据与评测 ：biomedical(abstract)

Three-Input Ciphertext Multiplication for Homomorphic Encryption

Sajjad Akherati, Yok Jye Tang, Xinmiao Zhang

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments 5 pages, 2 figures, 2 tables, conference paper

Journal ref 2025 IEEE International Symposium on Circuits and Systems (ISCAS)

Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information

Yingya Li, Timothy Miller, Steven Bethard, Guergana Savova

专题命中 医学数据与评测 ：biomedical(abstract)

Comments main paper 12 pages, Appendix 7 pages, 1 figure, 18 tables

PHEONA: An Evaluation Framework for Large Language Model-based Approaches to Computational Phenotyping

Sarah Pungitore, Shashank Yadav, Vignesh Subbian

机构 * Program in Applied Mathematics, The University of Arizona（应用数学项目，亚利桑那大学） ； College of Engineering, The University of Arizona（工程学院，亚利桑那大学） 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Comments 2 figures, 5 tables, accepted at 2025 AMIA Annual Symposium

NDAI-NeuroMAP: A Neuroscience-Specific Embedding Model for Domain-Specific Retrieval

Devendra Patel, Aaditya Jain, Jayant Verma, Divyansh Rajput, Sunil Mahala, Ketki Suresh Khapare, Jayateja Kalla

机构 * NeuroDiscovery AI 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Comments The document consists of 15 pages in total: the first 13 pages comprise the main paper, while the last two pages contain supplementary material

DREAMS: A python framework for Training Deep Learning Models on EEG Data with Model Card Reporting for Medical Applications

Rabindra Khadka, Pedro G Lind, Anis Yazidi, Asma Belhadi

机构 * Department of Computer Science, OsloMet -- Oslo Metropolitan University（计算机科学系，奥斯陆Met大学） ； Simula Research Laboratory, Numerical Analysis and Scientific Computing（Simula研究实验室，数值分析与科学计算） 纠错

专题命中 医学数据与评测 ：healthcare AI(abstract)

Development and in silico imaging trial evaluation of a deep-learning-based transmission-less attenuation compensation method for DaT SPECT

Zitong Yu, Md Ashequr Rahman, Zekun Li, Chunwei Ying, Hongyu An, Tammie L. S. Benzinger, Richard Laforest, Jingqin Luo, Scott A. Norris, Abhinav K. Jha

专题命中 医学数据与评测 ：CT(abstract)

Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection

Jinming Zhang, Xuanru Zhou, Jiachen Lian, Shuhe Li, William Li, Zoe Ezzes, Rian Bogley, Lisa Wauters, Zachary Miller, Jet Vonk, Brittany Morin, Maria Gorno-Tempini, Gopala Anumanchipalli

机构 * Zhejiang UniversityChina（浙江大学） ； UC BerkeleyUSA（加州大学伯克利分校） ； UCSFUSA（加州大学旧金山分校） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments Accepted by Interspeech 2025

Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings

Imane Guellil, Salomé Andres, Atul Anand, Bruce Guthrie, Huayu Zhang, Abul Hasan, Honghan Wu, Beatrice Alex

机构 * University of Edinburgh（爱丁堡大学） ； University College London（伦敦大学学院） ； University of Glasgow（格拉斯哥大学） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments Accepted and will be published at ACL2025 (main conference)

KokushiMD-10: Benchmark for Evaluating Large Language Models on Ten Japanese National Healthcare Licensing Examinations

Junyu Liu, Kaiqi Yan, Tianyang Wang, Qian Niu, Momoko Nagai-Tanima, Tomoki Aoyama

机构 * Kyoto University（京都大学） ； The Hong Kong University of Science and Technology（香港科技大学） ； Xi’an Jiaotong-Liverpool University（西安交通大学利物浦大学） ； The University of Tokyo（东京大学） 纠错

专题命中 医学数据与评测 ：medical AI(abstract)

Comments 9pages, 3 figures

Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims

Priyanka Kargupta, Runchu Tian, Jiawei Han

机构 * Department of Computer Science, University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校计算机科学系） 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Comments Accepted to ACL 2025 Main Conference. Code available at: https://github.com/pkargupta/claimspect

EvidenceOutcomes: a Dataset of Clinical Trial Publications with Clinically Meaningful Outcomes

Yiliang Zhou, Abigail M. Newbury, Gongbo Zhang, Betina Ross Idnay, Hao Liu, Chunhua Weng, Yifan Peng

机构 * Weill Cornell Medicine（韦尔·科恩医学中心） ； Columbia University（哥伦比亚大学） ； Montclair State University（蒙特克莱尔州立大学） 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Multivariate Probabilistic Assessment of Speech Quality

Fredrik Cumlin, Xinyu Liang, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments Accepted at Interspeech 2025

ClinBench-HPB: A Clinical Benchmark for Evaluating LLMs in Hepato-Pancreato-Biliary Diseases

Yuchong Li, Xiaojun Zeng, Chihua Fang, Jian Yang, Fucang Jia, Lei Zhang

机构 * The Hong Kong Polytechnic University（香港理工大学） ； Shenzhen Institutes of Advanced Technology, CAS（深圳先进技术研究院） ； Zhujiang Hospital, Southern Medical University（南方医科大学珠江医院） ； The Key Laboratory of Biomedical Imaging Science and System, CAS（生物医学成像科学与系统重点实验室） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

A personalized time-resolved 3D mesh generative model for unveiling normal heart dynamics

Mengyun Qiao, Kathryn A McGurk, Shuo Wang, Paul M. Matthews, Declan P O Regan, Wenjia Bai

机构 * Department of Brain Sciences, Imperial College London（帝国理工学院脑科学系） ； Data Science Institute, Imperial College London（帝国理工学院数据科学研究所） ； MRC Laboratory of Medical Sciences, Imperial College London（医学科学实验室（MRC）） ； National Heart and Lung Institute, Imperial College London（国家心脏病和肺部研究所） ； Digital Medical Research Center, School of Basic Medical Sciences, Fudan University and Shanghai Key Laboratory of MICCAI（复旦大学基础医学学院数字医学研究中心和上海MICCAI关键实验室） ； Department of Computing, Imperial College London（帝国理工学院计算系） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments Accepted by Nature Machine Intelligence

Journal ref Nature Machine Intelligence 7 (2025) 800-811

MTCMB: A Multi-Task Benchmark Framework for Evaluating LLMs on Knowledge, Reasoning, and Safety in Traditional Chinese Medicine

Shufeng Kong, Xingru Yang, Yuanyuan Wei, Zijie Wang, Hao Tang, Jiuqi Qin, Shuting Lan, Yingheng Wang, Junwen Bai, Zhuangbin Chen, Zibin Zheng, Caihua Liu, Hao Liang

机构 * School of Software Engineering, Sun Yat-sen University（中山大学软件学院） ； Institute of TCM Diagnostics, Hunan University of Chinese Medicine（湖南中医药大学中医诊断研究所） ； School of Artificial Intelligence, Guilin University of Electronic Technology（桂林电子科技大学人工智能学院） ； Department of Computer Science, Cornell University（康奈尔大学计算机科学系） 纠错

专题命中 医学数据与评测 ：medical AI(abstract)

Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks

Yao-Shun Chuang, Atiquer Rahman Sarkar, Yu-Chun Hsu, Noman Mohammed, Xiaoqian Jiang

专题命中 医学数据与评测 ：biomedical(abstract)

Comments 13 pages, 4 figures, 1 table, 1 supplementary, under review

Journal ref Journal of the American Medical Informatics Association, Volume 32, Issue 5, May 2025, Pages 885-892

SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation

Yufei Tian, Jiao Sun, Nanyun Peng, Zizhao Zhang

机构 * University of California, Los Angeles（加州大学洛杉矶分校） ； Google DeepMind（谷歌DeepMind） ； Google Cloud AI（谷歌云AI） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments Accepted to ACL 2025

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease

Nic Dobbins, Christelle Xiong, Kristine Lan, Meliha Yetisgen

机构 * Biomedical Informatics & Data Science, Johns Hopkins University（约翰霍普金斯大学生物医学信息学与数据科学） ； Biomedical & Health Informatics, University of Washington（华盛顿大学生物医学与健康信息学） 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making

Yejin Son, Minseo Kim, Sungwoong Kim, Seungju Han, Jian Kim, Dongju Jang, Youngjae Yu, Chanyoung Park

机构 * Yonsei University（延世大学） ； Stanford University（斯坦福大学） ； University of Washington, Seattle WA（华盛顿大学） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments 37 pages, 13 tables, 6 figures

Architectural Vulnerability and Reliability Challenges in AI Text Annotation: A Survey-Inspired Framework with Independent Probability Assessment

Linzhuo li

专题命中 医学数据与评测 ：biomedical(abstract)

Comments 7 figures

Tianyi: A Traditional Chinese Medicine all-rounder language model and its Real-World Clinical Practice

Zhi Liu, Tao Yang, Jing Wang, Yexin Chen, Zhan Gao, Jiaxi Yang, Kui Chen, Bingji Lu, Xiaochen Li, Changyong Luo, Yan Li, Xiaohong Gu, Peng Cao

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments 23 pages, 4 figures, and 1 tables

CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction

Jing Zou, Qingqiu Li, Chenyu Lian, Lihao Liu, Xiaohan Yan, Shujun Wang, Jing Qin

机构 * Center for Smart Health, The Hong Kong Polytechnic University（智能健康中心，香港理工大学） ； School of Computer Science, Fudan University（复旦大学计算机科学学院） ； Amazon（亚马逊） ； Tongji University（同济大学） ； Department of Biomedical Engineering, The Hong Kong Polytechnic University（生物医学工程系，香港理工大学） ； Research Institute for Smart Ageing, The Hong Kong Polytechnic University（智能老龄化研究 institute，香港理工大学） 纠错

专题命中 医学数据与评测 ：radiology(abstract)

Comments 12 pages, 5figures

Protecting Privacy in Software Logs: What Should Be Anonymized?

Roozbeh Aghili, Heng Li, Foutse Khomh

专题命中 医学数据与评测 ：diagnosis(abstract)

Privacy Challenges In Image Processing Applications

Maneesha, Bharat Gupta, Rishabh Sethi, Charvi Adita Das

专题命中 医学数据与评测 ：medical image(abstract)

Comments 19 pages, 3 figures

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models

Zaifu Zhan, Rui Zhang

机构 * Department of Electrical and Computer Engineering, University of Minnesota（电气与计算机工程系，明尼苏达大学） ； Division of Computational Health Sciences, Department of Surgery, University of Minnesota（计算健康科学部，外科系，明尼苏达大学） 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Comments 14 pages, 5 figures, 4 tables

Journal ref Findings of the Association for Computational Linguistics: NAACL 2025

HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?

Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi, Hao Zhou, Zhuoyang Zou, Shu Zhao, Sarkar Snigdha Sarathi Das, Vipul Gupta, Xiaoxin Lu, Nan Zhang, Ranran Haoran Zhang, Avitej Iyer, Renze Lou, Wenpeng Yin, Rui Zhang

机构 * Penn State University（宾夕法尼亚州立大学） 纠错

专题命中 医学数据与评测 ：radiology(abstract)

Comments 22 pages, 8 figures