医学 AI

An efficient pipeline to compute patient-specific cerebral aneurysm wall tension

Mostafa Jamshidian, Benjamin Zwick, Arosha S Dissanayake, Adam Wittek, Timothy J Phillips, Stephen Honeybul, Graeme J Hankey, Karol Miller

专题命中 临床大模型 ：diagnosis(abstract)

Extreme Learning Machine Based System for DDoS Attacks Detections on IoMT Devices

Nelly Elsayed, Lily Dzamesi, Zag ElSayed, Murat Ozer

专题命中 临床大模型 ：diagnosis(abstract)

Comments 8 pages, under review

DoPI: Doctor-like Proactive Interrogation LLM for Traditional Chinese Medicine

Zewen Sun, Ruoxiang Huang, Jiahe Feng, Rundong Kong, Yuqian Wang, Hengyu Liu, Ziqi Gong, Yuyuan Qin, Yingxue Wang, Yu Wang

机构 * Tianjin University（天津大学） ； The Chinese University of Hong Kong（香港中文大学） ； China Electronics Technology Group Corporation Limited（中国电子科技集团有限公司） 纠错

专题命中 临床大模型 ：diagnosis(abstract)

Patient Journey Ontology: Representing Medical Encounters for Enhanced Patient-Centric Applications

Hassan S. Al Khatib, Subash Neupane, Sudip Mittal, Shahram Rahimi, Nina Marhamati, Sean Bozorgzad

专题命中 临床大模型 ：diagnosis(abstract)

Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning

Jiacheng Lin, Zhenbang Wu, Jimeng Sun

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 临床大模型 ：diagnosis(abstract)

Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA

Justice Ou, Tinglin Huang, Yilun Zhao, Ziyang Yu, Peiqing Lu, Rex Ying

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Yale University（耶鲁大学） ； University of Waterloo（滑铁卢大学） 纠错

专题命中 临床大模型 ：diagnosis(abstract)

MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder

Khai Le-Duc, Phuc Phan, Tan-Hanh Pham, Bach Phan Tat, Minh-Huong Ngo, Chris Ngo, Thanh Nguyen-Tang, Truong-Son Hy

机构 * University of Toronto（多伦多大学） ； University Health Network（大学健康网络） ； Knovel Engineering Lab（Knovel工程实验室） ； FPT University（佛邦大学） ； Florida Institute of Technology（佛罗里达技术学院） ； KU Leuven（鲁文大学） ； VNU University of Engineering and Technology（越南工程与技术大学） ； Johns Hopkins University（约翰霍普金斯大学） ； University of Alabama at Birmingham（阿拉巴马大学伯明翰分校） 纠错

专题命中 临床大模型 ：diagnosis(abstract)

Comments ACL 2025, 38 pages

Distributed Retrieval-Augmented Generation

Chenhao Xu, Longxiang Gao, Yuan Miao, Xi Zheng

专题命中 临床大模型 ：diagnosis(abstract)

A Quantitative Approach to Evaluating Open-Source EHR Systems for Indian Healthcare

Biswanath Dutta, Debanjali Bain

专题命中 临床大模型 ：CT(abstract)

Comments 21 pages, 3 figures, 10 tables

Integrating Large Language Models with Human Expertise for Disease Detection in Electronic Health Records

Jie Pan, Seungwon Lee, Cheligeer Cheligeer, Elliot A. Martin, Kiarash Riazi, Hude Quan, Na Li

专题命中 临床大模型 ：diagnosis(abstract)

Bias in Large Language Models Across Clinical Applications: A Systematic Review

Thanathip Suenghataiphorn, Narisara Tribuddharat, Pojsakorn Danpanichkul, Narathorn Kulthamrongsri

专题命中 临床大模型 ：clinical LLM(abstract)

Optimizing PCA for Health and Care Research: A Reliable Approach to Component Selection

Nuwan Weeraratne, Lyn Hunt, Jason Kurz

专题命中 临床大模型 ：diagnosis(abstract)

Comments Accepted as a poster presentation at NIHR Statistics Group Conference 2025

A Transformer-based survival model for prediction of all-cause mortality in heart failure patients: a multi-cohort study

Shishir Rao, Nouman Ahmed, Gholamreza Salimi-Khorshidi, Christopher Yau, Huimin Su, Nathalie Conrad, Folkert W Asselbergs, Mark Woodward, Rod Jackson, John GF Cleland, Kazem Rahimi

专题命中 临床大模型 ：diagnosis(abstract)

Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases

Pengcheng Qiu, Chaoyi Wu, Shuyu Liu, Weike Zhao, Zhuoxia Chen, Hongfei Gu, Chuanjin Peng, Ya Zhang, Yanfeng Wang, Weidi Xie

专题命中 临床大模型 ：clinical LLM(abstract)

KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney Disease

Yongchao Long, Chao Yang, Gongzheng Tang, Jinwei Wang, Zhun Sui, Yuxi Zhou, Shenda Hong, Luxia Zhang

专题命中 临床大模型 ：clinical AI(abstract)

Comments Corresponding authors: zhanglx@bjmu.edu.cn; joy_yuxi@pku.edu.cn; hongshenda@pku.edu.cn

Do Large Language Models Align with Core Mental Health Counseling Competencies?

Viet Cuong Nguyen, Mohammad Taher, Dongwan Hong, Vinicius Konkolics Possobom, Vibha Thirunellayi Gopalakrishnan, Ekta Raj, Zihang Li, Heather J. Soled, Michael L. Birnbaum, Srijan Kumar, Munmun De Choudhury

专题命中 临床大模型 ：diagnosis(abstract)

Comments 10 Pages, Accepted to Findings of NAACL 2025

A Study about Distribution and Acceptance of Conversational Agents for Mental Health in Germany: Keep the Human in the Loop?

Christina Lukas

专题命中 临床大模型 ：diagnosis(abstract)

Comments Master's thesis

Artificial Intelligence in Mental Health and Well-Being: Evolution, Current Applications, Future Challenges, and Emerging Evidence

Hari Mohan Pandey

专题命中 临床大模型 ：diagnosis(abstract)

Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Junkai Li, Yunghwei Lai, Weitao Li, Jingyi Ren, Meng Zhang, Xinhui Kang, Siyu Wang, Peng Li, Ya-Qin Zhang, Weizhi Ma, Yang Liu

专题命中 临床大模型 ：medical AI(abstract)

Natural Language-Assisted Multi-modal Medication Recommendation

Jie Tan, Yu Rong, Kangfei Zhao, Tian Bian, Tingyang Xu, Junzhou Huang, Hong Cheng, Helen Meng

专题命中 临床大模型 ：diagnosis(abstract)

Comments 10 pages

Journal ref Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, Boise, ID, USA, 2024

GPT-4 on Clinic Depression Assessment: An LLM-Based Pilot Study

Giuliano Lorenzoni, Pedro Elkind Velmovitsky, Paulo Alencar, Donald Cowan

专题命中 临床大模型 ：diagnosis(abstract)

Introducing a Harmonic Balance Navier-Stokes Finite Element Solver to Accelerate Cardiovascular Simulations

Dongjie Jia, Mahdi Esmaily

专题命中 临床大模型 ：diagnosis(abstract)

Are Clinical T5 Models Better for Clinical Text?

Yahan Li, Keith Harrigian, Ayah Zirikly, Mark Dredze

专题命中 临床大模型 ：clinical LLM(abstract)

Comments Proceedings of Machine Learning for Health (ML4H) Symposium 2024, December 15th, 2024, Vancouver, Canada, 32 pages

Effective Block Preconditioners for Fluid Dynamics Coupled to Reduced Models of a Non-Local Nature

Marc Hirschvogel, Mia Bonini, Maximilian Balmus, David Nordsletten

专题命中 临床大模型 ：biomedical(abstract)

Comments 60 pages, 17 figures

Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities

Chayan Tank, Sarthak Pol, Vinayak Katoch, Shaina Mehta, Avinash Anand, Rajiv Ratn Shah

专题命中 临床大模型 ：diagnosis(abstract)

Comments 12 pages, 9 figures, 9 tables

MICA: Medical Intelligent Conversational AgentHow to optimize medical teleconsultations for sports patients via a conversational agent?

Laurent Cervoni, Tonie Fares, Mehdi Roudesli

专题命中 临床大模型 ：diagnosis(abstract)

The doctor will polygraph you now: ethical concerns with AI for fact-checking patients

James Anibal, Jasmine Gunkel, Shaheen Awan, Hannah Huth, Hang Nguyen, Tram Le, Jean-Christophe Bélisle-Pipon, Micah Boyer, Lindsey Hazen, Bridge2AI Voice Consortium, Yael Bensoussan, David Clifton, Bradford Wood

专题命中 临床大模型 ：clinical AI(abstract)

Comments 17 pages, 3 figures, 4 tables

Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes

Balu Bhasuran, Qiao Jin, Yuzhang Xie, Carl Yang, Karim Hanna, Jennifer Costa, Cindy Shavor, Zhiyong Lu, Zhe He

专题命中 临床大模型 ：diagnosis(abstract)

DIRI: Adversarial Patient Reidentification with Large Language Models for Evaluating Clinical Text Anonymization

John X. Morris, Thomas R. Campion, Sri Laasya Nutheti, Yifan Peng, Akhil Raj, Ramin Zabih, Curtis L. Cole

专题命中 临床大模型 ：biomedical(abstract)

A Two-Stage Proactive Dialogue Generator for Efficient Clinical Information Collection Using Large Language Model

Xueshen Li, Xinlong Hou, Nirupama Ravi, Ziyi Huang, Yu Gan

专题命中 临床大模型 ：diagnosis(abstract)

Comments Prepare for submission