LCD benchmark: long clinical document benchmark on mortality prediction for language models

Won Jin Yoon; Shan Chen; Yanjun Gao; Zhanzhan Zhao; Dmitriy Dligach; Danielle S. Bitterman; Majid Afshar; Timothy Miller

doi:10.1093/jamia/ocae287

LCD benchmark: long clinical document benchmark on mortality prediction for language models

Won Jin Yoon, Shan Chen, Yanjun Gao, Zhanzhan Zhao, Dmitriy Dligach, Danielle S. Bitterman, Majid Afshar, Timothy Miller

Department of Computer Science

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	285-295
Number of pages	11
Journal	Journal of the American Medical Informatics Association
Volume	32
Issue number	2
DOIs	https://doi.org/10.1093/jamia/ocae287
State	Published - Feb 1 2025

ASJC Scopus Subject Areas

Health Informatics

Keywords

clinical natural language processing
electronical health records
large language model
long clinical document

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10.1093/jamia/ocae287

Cite this

@article{551e47b245e84319a649e64ac7d5583c,

title = "LCD benchmark: long clinical document benchmark on mortality prediction for language models",

keywords = "clinical natural language processing, electronical health records, large language model, long clinical document",

author = "Yoon, {Won Jin} and Shan Chen and Yanjun Gao and Zhanzhan Zhao and Dmitriy Dligach and Bitterman, {Danielle S.} and Majid Afshar and Timothy Miller",

year = "2025",

month = feb,

day = "1",

doi = "10.1093/jamia/ocae287",

language = "English",

volume = "32",

pages = "285--295",

journal = "Journal of the American Medical Informatics Association",

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TY - JOUR

T1 - LCD benchmark

T2 - long clinical document benchmark on mortality prediction for language models

AU - Yoon, Won Jin

AU - Chen, Shan

AU - Gao, Yanjun

AU - Zhao, Zhanzhan

AU - Dligach, Dmitriy

AU - Bitterman, Danielle S.

AU - Afshar, Majid

AU - Miller, Timothy

PY - 2025/2/1

Y1 - 2025/2/1

KW - clinical natural language processing

KW - electronical health records

KW - large language model

KW - long clinical document

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U2 - 10.1093/jamia/ocae287

DO - 10.1093/jamia/ocae287

M3 - Article

C2 - 39602813

AN - SCOPUS:85216607320

SN - 1067-5027

VL - 32

SP - 285

EP - 295

JO - Journal of the American Medical Informatics Association

JF - Journal of the American Medical Informatics Association

IS - 2

ER -

LCD benchmark: long clinical document benchmark on mortality prediction for language models

ASJC Scopus Subject Areas

Keywords

Access to Document

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