Title
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models Weiyi Wu Xinwen Xu Chongyang Gao Xingjian Diao Siting Li Lucas A. Salas Jiang Gui 26 0 0 12 May 2025
Benchmarking Ethical and Safety Risks of Healthcare LLMs in China-Toward Systemic Governance under Healthy China 2030 Mouxiao Bian Rongzhao Zhang Chao Ding Xinwei Peng J. Xu AILaw LM&MA ELM 36 0 0 12 May 2025
Integration of Large Language Models and Traditional Deep Learning for Social Determinants of Health Prediction Paul Landes Jimeng Sun Adam Cross 36 0 0 06 May 2025
Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs Rachit Saluja Jacob Rosenthal Yoav Artzi David J. Pisapia B. Liechty M. Sabuncu LM&MA ELM 68 1 0 03 Mar 2025
Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model Mingchen Shao Youjeong Kang Xiao Hu Hyunjung Gloria Kwak Carl Yang Jiaying Lu 53 0 0 23 Jan 2025
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data Mohammad Loni Fatemeh Poursalim Mehdi Asadi Arash Gharehbaghi SyDa 81 0 0 19 Nov 2024
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xinyi Yang Yulin Yuan Lidia S. Chao DeLMO 58 2 0 31 Oct 2024
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions Kuleen Sasse Shinjitha Vadlakonda Richard Kennedy J. D. Osborne AI4CE 31 0 0 10 Oct 2024
Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs Tianqi Shang Shu Yang Weiqing He Tianhua Zhai Dawei Li Bojian Hou Tianlong Chen Jason H. Moore M. Ritchie Li Shen 55 1 0 04 Oct 2024
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow Huizi Yu Jiayan Zhou Lingyao Li Shan Chen Jack Gallifant ... Themistocles L. Assimes Xin Ma Danielle S. Bitterman Lin Lu Lizhou Fan 161 4 0 27 Sep 2024
Fine Tuning Large Language Models for Medicine: The Role and Importance of Direct Preference Optimization Thomas Savage Stephen Ma Abdessalem Boukil Vishwesh Patel Ekanath Rangan Ivan Rodriguez Jonathan H. Chen LM&MA 37 2 0 19 Sep 2024
Classification performance and reproducibility of GPT-4 omni for information extraction from veterinary electronic health records Judit M Wulcan Kevin L Jacques Mary Ann Lee Samantha L Kovacs Nicole Dausend Lauren E Prince Jonatan Wulcan Sina Marsilio Stefan M Keller 13 0 0 09 Sep 2024
Hybrid Student-Teacher Large Language Model Refinement for Cancer Toxicity Symptom Extraction Reza Khanmohammadi A. Ghanem Kyle Verdecchia Ryan Hall Mohamed Elshaikh ... Bing Luo I. Chetty Tuka Alhanai Kundan Thind Mohammad M. Ghassemi 47 0 0 08 Aug 2024
SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH) Bernardo Consoli Xizhi Wu Song Wang Xinyu Zhao Yanshan Wang ... Huanmei Wu Yifan Peng Qi Long Tianlong Chen Ying Ding VLM LM&MA 28 0 0 24 Jul 2024
Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts Junwei Sun Siqi Ma Yiran Fan Peter Washington AI4MH 60 0 0 18 Jul 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 54 9 0 10 Jun 2024
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text Avijit Mitra Emily Druhl Raelene Goodwin Hong Yu 37 2 0 10 Jun 2024
Leveraging Open-Source Large Language Models for encoding Social Determinants of Health using an Intelligent Router Akul Goel S. N. Hari Belinda Waltman Matt Thomson 18 0 0 30 May 2024
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data Shan Chen Jack Gallifant Marco Guevara Yanjun Gao Majid Afshar Timothy A. Miller Dmitriy Dligach Danielle S. Bitterman SyDa LM&MA 38 1 0 28 Mar 2024
Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model Braja Gopal Patra L. Lepow Praneet Kasi Reddy Jagadeesh Kumar V. Vekaria M. M. Sharma ... Myrna Weissman M. Olfson J. Mann Alexander W. Charney Jyoti Pathak AI4MH 16 3 0 25 Mar 2024
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach Maria Mahbub Gregory M Dams Sudarshan Srinivasan Caitlin Rizy Ioana Danciu Jodie Trafton Kathryn Knight 40 4 0 18 Mar 2024
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries Sunjun Kweon Jiyoun Kim Heeyoung Kwak Dongchul Cha Hangyul Yoon Kwanghyun Kim Jeewon Yang Seunghyun Won Edward Choi LM&MA 38 4 0 25 Feb 2024
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification Madhumita Sushil T. Zack Divneet Mandair Zhiwei Zheng Ahmed Wali Yan-Ning Yu Yuwei Quan A. Butte 41 6 0 25 Jan 2024
Natural language processing to automatically extract the presence and severity of esophagitis in notes of patients undergoing radiotherapy Shan Chen Marco Guevara N. Ramirez Arpi Murray J. Warner Hugo J. W. L. Aerts Timothy A. Miller G. Savova Raymond H. Mak Danielle S. Bitterman 31 12 0 24 Mar 2023