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 30 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 22 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 18 1 0 15 Feb 2024
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 78 246 0 22 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 206 559 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 53 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 315 8,261 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 33 46 0 12 Apr 2021