Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges

Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges

8 September 2023

Denis Jered McInerney

Christopher Potter

Geoffrey S. Young

Byron C. Wallace

Papers citing "Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges"

9 / 9 papers shown

Title
Large Language Models are Powerful EHR Encoders S. Hegselmann Georg von Arnim Tillmann Rheude Noel Kronenberg David Sontag Gerhard Hindricks R. Eils Benjamin Wild LM&MA 49 1 0 24 Feb 2025
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics Yuan Zhou Peng Zhang Mengya Song Alice Zheng Yiwen Lu Zhiheng Liu Yong Chen Zhaohan Xi LM&MA 33 1 0 02 Oct 2024
Digital Twin Ecosystem for Oncology Clinical Operations Himanshu Pandey Akhil Amod Shivang Kshitij Jaggi Ruchi Garg Abheet Jain Vinayak Tantia SyDa AI4CE 24 0 0 26 Sep 2024
Towards Reducing Diagnostic Errors with Interpretable Risk Prediction Denis Jered McInerney William Dickinson Lucy Flynn Andrea Young Geoffrey S. Young Jan-Willem van de Meent Byron C. Wallace 24 1 0 15 Feb 2024
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 85 253 0 22 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 224 572 0 03 May 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models Dave Van Veen Cara Van Uden Maayane Attias Anuj Pareek Christian Blüthgen ... Jean-Benoit Delbrouck Juan Manuel Zambrano Chaves C. Langlotz Akshay S. Chaudhari John M. Pauly LM&MA 55 27 0 02 May 2023
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 379 8,495 0 28 Jan 2022
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 50 47 0 12 Apr 2021