Matching Patients to Clinical Trials with Large Language Models

27 July 2023

Jimeng Sun

Papers citing "Matching Patients to Clinical Trials with Large Language Models"

41 / 41 papers shown

Title
TrialMatchAI: An End-to-End AI-powered Clinical Trial Recommendation System to Streamline Patient-to-Trial Matching Majd Abdallah Sigve Nakken Mariska Bierkens Johanna Galvis Alexis Groppi ... Rodrigo Dienstmann Remond Fijneman Eivind Hovig Gerrit Meijer Macha Nikolski 14 0 0 13 May 2025
Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration Kexin Ding Mu Zhou Akshay Chaudhari Shaoting Zhang Dimitris N. Metaxas LM&MA 41 0 0 02 May 2025
$MIMIC-\RNum{4}-Ext-22MCTS: A 22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp for Risk Prediction$ MIMIC-\RNum{4}-Ext-22MCTS: A 22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp for Risk Prediction J. Wang Xing Niu Juyong Kim Jie Shen Tong Zhang Jeremy C Weiss 21 0 0 01 May 2025
Recommending Clinical Trials for Online Patient Cases using Artificial Intelligence Joey Chan Qiao Jin Nicholas Wan C. Floudas Elisabetta Xue Zhiyong Lu 16 0 0 15 Apr 2025
Real-world validation of a multimodal LLM-powered pipeline for High-Accuracy Clinical Trial Patient Matching leveraging EHR data Anatole Callies Quentin Bodinier Philippe Ravaud Kourosh Davarpanah 40 0 0 19 Mar 2025
LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation X. Li Shaika Chowdhury Chung Il Wi Maria Vassilaki Ken Liu ... Owen Garrick Young J Juhn James R Cerhan Cui Tao Nansu Zong LM&MA 49 0 0 17 Mar 2025
The potential role of AI agents in transforming nuclear medicine research and cancer management in India Rajat Vashistha Arif Gulzar Parveen Kundu Punit Sharma Mark Brunstein Viktor Vegh AI4CE 46 0 0 10 Mar 2025
Systematic Literature Review on Clinical Trial Eligibility Matching Muhammad Talha Sharif Abdul Rehman 29 1 0 02 Mar 2025
A Collection of Innovations in Medical AI for patient records in 2024 Yuanyun Zhang Shi Li OOD 42 0 0 25 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning Haiteng Zhao Chang Ma FangZhi Xu Lingpeng Kong Zhi-Hong Deng LRM 44 2 0 23 Feb 2025
OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology Chengfeng Zhou Ji Wang Juanjuan Qin Yining Wang Ling Sun Weiwei Dai LM&MA ELM 86 0 0 03 Feb 2025
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature Alejandro Lozano M. W. Sun James Burgess Liangyu Chen Jeffrey Nirschl ... Xiaohan Wang Yuhui Zhang Alfred Seunghoon Song Robert Tibshirani Serena Yeung-Levy LM&MA VLM MedIm 58 6 0 13 Jan 2025
MatchMiner-AI: An Open-Source Solution for Cancer Clinical Trial Matching Ethan Cerami Pavel Trukhanov Morgan A. Paul Michael J. Hassett Irbaz B. Riaz ... Matthew Galvin Stephen C. Van Nostrand Joyce Yu Tali Mazor Kenneth L. Kehl 23 2 0 23 Dec 2024
Can Artificial Intelligence Generate Quality Research Topics Reflecting Patient Concerns? Jiyeong Kim Michael L. Chen Shawheen J. Rezaei Mariana Ramirez-Posada Jennifer L. Caswell-Jin ... Fauzia Riaz Kavita Y. Sarin Jean Y. Tang Steven M. Asch Eleni Linos 61 0 0 15 Nov 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Z. Wang Hanyin Wang Benjamin P. Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar J. Sun LM&MA 30 1 0 28 Oct 2024
Can Large Language Models Replace Data Scientists in Biomedical Research? Z. Wang Benjamin P. Danek Ziwei Yang Zheng Chen J. Sun ELM LM&MA 34 0 0 28 Oct 2024
Demystifying Large Language Models for Medicine: A Primer Qiao Jin Nicholas Wan Robert Leaman Shubo Tian Zhizheng Wang ... Chunhua Weng Ronald M. Summers Qingyu Chen Yifan Peng Zhiyong Lu LM&MA 32 3 0 24 Oct 2024
Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare Yifan Yang Qiao Jin Qingqing Zhu Zhizheng Wang Francisco Erramuspe Álvarez Nicholas Wan Benjamin Hou Zhiyong Lu LM&MA ELM 32 0 0 24 Oct 2024
Novel Development of LLM Driven mCODE Data Model for Improved Clinical Trial Matching to Enable Standardization and Interoperability in Oncology Research Aarsh Shekhar Mincheol Kim 11 0 0 18 Oct 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 42 9 0 06 Sep 2024
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions Guangzhi Xiong Qiao Jin Xiao Wang Minjia Zhang Zhiyong Lu Aidong Zhang RALM 40 23 0 01 Aug 2024
HeCiX: Integrating Knowledge Graphs and Large Language Models for Biomedical Research Prerana Sanjay Kulkarni Muskaan Jain Disha Sheshanarayana Srinivasan Parthiban 40 0 0 19 Jul 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang J. Sun ELM LM&MA 24 8 0 25 Jun 2024
CTBench: A Comprehensive Benchmark for Evaluating Language Model Capabilities in Clinical Trial Design Nafis Neehal Bowen Wang Shayom Debopadhaya Soham Dan K. Murugesan Vibha Anand Kristin P. Bennett LM&MA ELM 29 1 0 25 Jun 2024
ACR: A Benchmark for Automatic Cohort Retrieval Dung Ngoc Thai Victor Ardulov Jose Ulises Mena Simran Tiwari Gleb Erofeev R. Eskander Karim Tarabishy Ravi B Parikh Wael Salloum 64 0 0 20 Jun 2024
Adversarial Attacks on Large Language Models in Medicine Yifan Yang Qiao Jin Furong Huang Zhiyong Lu AAML 22 4 0 18 Jun 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations Nikhil Khandekar Qiao Jin Guangzhi Xiong Soren Dunn Serina S Applebaum ... Amisha D. Dave Andrew Taylor Aidong Zhang Qingyu Chen Zhiyong Lu LM&MA ELM 24 5 0 17 Jun 2024
PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models Shashi Kant Gupta Aditya Basu Mauro Nievas Jerrin Thomas Nathan Wolfrath ... Regina Schwind Therica M. Miller Sorena Nadaf-Rahrov Yanshan Wang Hrituraj Singh LM&MA 37 7 0 23 Apr 2024
Zero-Shot Clinical Trial Patient Matching with LLMs Michael Wornow Alejandro Lozano Dev Dash Jenelle A. Jindal Kenneth W. Mahaffey Nigam H. Shah 33 26 0 05 Feb 2024
Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine Qiao Jin Fangyuan Chen Yiliang Zhou Ziyang Xu Justin M. Cheung ... Alex Chen Josef A. Brejt Michael F. Chiang Yifan Peng Zhiyong Lu ELM MedIm LM&MA 15 36 0 16 Jan 2024
AI Hallucinations: A Misnomer Worth Clarifying Negar Maleki Balaji Padmanabhan Kaushik Dutta 28 33 0 09 Jan 2024
Distilling Large Language Models for Matching Patients to Clinical Trials Mauro Nievas Aditya Basu Yanshan Wang Hrituraj Singh ELM LM&MA 12 27 0 15 Dec 2023
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights François Remy Kris Demuynck Thomas Demeester 32 3 0 27 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 41 13 0 03 Nov 2023
Ask Again, Then Fail: Large Language Models' Vacillations in Judgment Qiming Xie Zengzhi Wang Yi Feng Rui Xia AAML HILM 11 9 0 03 Oct 2023
PubMed and Beyond: Biomedical Literature Search in the Age of Artificial Intelligence Qiao Jin Robert Leaman Zhiyong Lu LM&MA 16 39 0 18 Jul 2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 103 206 0 15 Jun 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022