805 citations
- University College LondonGB11 papers
- University of EdinburghGB9 papers
- King's College LondonGB7 papers
- South London and Maudsley NHS Foundation TrustGB5 papers
- The Alan Turing InstituteGB5 papers
- Universitat de BarcelonaES5 papers
- University of OxfordGB5 papers
- UCL Biomedical Research CentreGB4 papers
- Barts Health NHS TrustGB3 papers
- Centro de Investigación Biomédica en Red de Salud MentalES3 papers
- Janssen (United States)US3 papers
- KU LeuvenBE3 papers
Showing 2024Show all
3 papers · 1 filter
cs.LG2024★ 26 cited
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
Zixiang Wang, Yinghao Zhu, Huiya Zhao +9
We introduce ColaCare, a framework that enhances Electronic Health Record (EHR) modeling through multi-agent collaboration driven by Large Language Models (LLMs). Our approach seam…
cs.CL2024★ 7 cited
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories
Tianlong Wang, Xianfeng Jiao, Yinghao Zhu +6
Recent studies have indicated that Large Language Models (LLMs) harbor an inherent understanding of truthfulness, yet often fail to consistently express it and generate false state…
cs.CL2024★ 32 cited
A Hybrid Framework with Large Language Models for Rare Disease Phenotyping
Jinge Wu, Hang Dong, Zexi Li +7
Rare diseases pose significant challenges in diagnosis and treatment due to their low prevalence and heterogeneous clinical presentations. Unstructured clinical notes contain valua…