医学 AI - arXivDaily 专题

2503.17933 2025-05-29 cs.CL cs.AI cs.IR 50%

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）

专题命中临床大模型：diagnosis(abstract)

2409.14074 2025-05-16 cs.CL cs.SD eess.AS 50%

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）

专题命中临床大模型：diagnosis(abstract)

Comments ACL 2025, 38 pages

2505.00443 2025-05-02 cs.DC 50%

Distributed Retrieval-Augmented Generation

Chenhao Xu, Longxiang Gao, Yuan Miao, Xi Zheng

专题命中临床大模型：diagnosis(abstract)

2504.08750 2025-04-15 cs.IR cs.DL 50%

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

2504.00053 2025-04-09 cs.CL cs.AI 50%

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)

2504.02917 2025-04-07 cs.CL cs.AI 50%

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)

2503.24248 2025-04-01 stat.ME 50%

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

2503.12317 2025-03-18 cs.AI 50%

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)

2503.04691 2025-03-11 cs.CL 50%

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)

2503.04153 2025-03-07 cs.AI 50%

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

2410.22446 2025-02-28 cs.CL cs.AI 50%

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

2502.00005 2025-02-04 cs.HC cs.AI cs.CY 50%

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

2501.10374 2025-01-22 cs.CY 50%

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)

2405.02957 2025-01-20 cs.AI 50%

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)

2501.07166 2025-01-14 cs.AI 50%

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

2501.00199 2025-01-03 cs.CL cs.AI 50%

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)

2411.14315 2024-12-10 math.NA cs.NA physics.flu-dyn 50%

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)

2412.05845 2024-12-10 cs.CL 50%

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

2408.13668 2024-12-05 physics.flu-dyn 50%

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

2407.06125 2024-12-03 cs.HC cs.AI 50%

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

2411.10465 2024-11-19 cs.HC 50%

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)

2408.07896 2024-11-13 cs.CY 50%

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

2411.02523 2024-11-06 cs.CL cs.AI 50%

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)

2410.17035 2024-10-23 cs.CL 50%

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)

2410.03770 2024-10-08 cs.CL cs.AI 50%

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

2410.01235 2024-10-03 stat.AP 50%

A Blockwise Mixed Membership Model for Multivariate Longitudinal Data: Discovering Clinical Heterogeneity and Identifying Parkinson's Disease Subtypes

Kai Kang, Yuqi Gu

专题命中临床大模型：diagnosis(abstract)

Comments 35 pages, 8 figures

2406.10303 2024-09-24 cs.CL cs.AI 50%

A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations

Jinqiang Wang, Huansheng Ning, Yi Peng, Qikai Wei, Daniel Tesfai, Wenwei Mao, Tao Zhu, Runhe Huang

专题命中临床大模型：diagnosis(abstract)

Comments 25 pages,4 figures

2409.04642 2024-09-10 stat.AP 50%

Enhancing Electrocardiography Data Classification Confidence: A Robust Gaussian Process Approach (MuyGPs)

Ukamaka V. Nnyaba, Hewan M. Shemtaga, David W. Collins, Amanda L. Muyskens, Benjamin W. Priest, Nedret Billor

专题命中临床大模型：diagnosis(abstract)

Comments 14 pages

2407.03325 2024-09-04 math.NA cs.NA 50%

On the accuracy and efficiency of reduced order models: towards real-world applications

Pierfrancesco Siena, Paquale Claudio Africa, Michele Girfoglio, Gianluigi Rozza

专题命中临床大模型：biomedical(abstract)

2408.13808 2024-08-27 cs.CL 50%

Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models

Duy Khoa Pham, Bao Quoc Vo

专题命中临床大模型：biomedical(abstract)

Comments 9 pages

1. 临床大模型 953 篇

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

MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder

Distributed Retrieval-Augmented Generation

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

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

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

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

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

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

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

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

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

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

Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Natural Language-Assisted Multi-modal Medication Recommendation

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

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

Are Clinical T5 Models Better for Clinical Text?

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

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

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

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

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

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

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

A Blockwise Mixed Membership Model for Multivariate Longitudinal Data: Discovering Clinical Heterogeneity and Identifying Parkinson's Disease Subtypes

A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations

Enhancing Electrocardiography Data Classification Confidence: A Robust Gaussian Process Approach (MuyGPs)

On the accuracy and efficiency of reduced order models: towards real-world applications

Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models