Title
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 50 0 0 19 Mar 2025
LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation Xuzhao Li Shaika Chowdhury Chung Il Wi Maria Vassilaki Ken Liu ... Owen Garrick Young J Juhn James R Cerhan Cui Tao Nansu Zong LM&MA 59 0 0 17 Mar 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 91 0 0 03 Feb 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 69 14 0 28 Jan 2025
Clinical trial cohort selection using Large Language Models on n2c2 Challenges Chi-en Amy Tai Xavier Tannier LM&MA 64 0 0 19 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 34 2 0 23 Dec 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Zhenting Wang Hanyin Wang Benjamin P. Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar Jiashuo Sun LM&MA 37 1 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 42 4 0 24 Oct 2024
Reasoning Elicitation in Language Models via Counterfactual Feedback Alihan Hüyük Xinnuo Xu Jacqueline Maasch Aditya V. Nori Javier González ReLM LRM 175 1 0 02 Oct 2024
Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models Javier González Aditya V. Nori LRM 61 2 0 15 Aug 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 56 24 0 01 Aug 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang Jiashuo Sun ELM LM&MA 29 8 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 74 0 0 20 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 31 6 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 50 8 0 23 Apr 2024
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes Zhichao Yang Avijit Mitra Sunjae Kwon Hong-ye Yu 34 20 0 09 Mar 2024
Zero-Shot Clinical Trial Patient Matching with LLMs Michael Wornow Alejandro Lozano Dev Dash Jenelle A. Jindal Kenneth W. Mahaffey Nigam H. Shah 41 27 0 05 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
TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models Javier González Cliff Wong Zelalem Gero Jass Bagga Risa Ueno ... R. Leidner B. Piening Tristan Naumann Carlo Bifulco Hoifung Poon 25 4 0 02 Nov 2023
Matching Patients to Clinical Trials with Large Language Models Qiao Jin Zifeng Wang C. Floudas Fangyuan Chen Changlin Gong Dara Bracken-Clarke Elisabetta Xue Yifan Yang Jimeng Sun Zhiyong Lu LM&MA 31 91 0 27 Jul 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 322 3,021 0 22 Mar 2023
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 345 12,003 0 04 Mar 2022