Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

Yanjun Gao; Dmitriy Dligach; Timothy Miller; Dongfang Xu; Matthew M. Churpek; Majid Afshar

Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

Yanjun Gao, Dmitriy Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar

Department of Computer Science

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	2979-2991
Number of pages	13
Journal	Proceedings - International Conference on Computational Linguistics, COLING
Volume	29
Issue number	1
State	Published - 2022
Event	29th International Conference on Computational Linguistics, COLING 2022 - Gyeongju, Korea, Republic of Duration: Oct 12 2022 → Oct 17 2022

ASJC Scopus Subject Areas

Computational Theory and Mathematics
Computer Science Applications
Theoretical Computer Science

Cite this

@article{f4541e50b2f54eccb5bb7d86a0698500,

title = "Summarizing Patients{\textquoteright} Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models",

author = "Yanjun Gao and Dmitriy Dligach and Timothy Miller and Dongfang Xu and Churpek, {Matthew M.} and Majid Afshar",

note = "Publisher Copyright: {\textcopyright} 2022 Proceedings - International Conference on Computational Linguistics, COLING. All rights reserved.; 29th International Conference on Computational Linguistics, COLING 2022 ; Conference date: 12-10-2022 Through 17-10-2022",

year = "2022",

language = "English",

volume = "29",

pages = "2979--2991",

journal = "Proceedings - International Conference on Computational Linguistics, COLING",

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number = "1",

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TY - JOUR

T1 - Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

AU - Gao, Yanjun

AU - Dligach, Dmitriy

AU - Miller, Timothy

AU - Xu, Dongfang

AU - Churpek, Matthew M.

AU - Afshar, Majid

PY - 2022

Y1 - 2022

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M3 - Conference article

AN - SCOPUS:85160196098

SN - 2951-2093

VL - 29

SP - 2979

EP - 2991

JO - Proceedings - International Conference on Computational Linguistics, COLING

JF - Proceedings - International Conference on Computational Linguistics, COLING

IS - 1

T2 - 29th International Conference on Computational Linguistics, COLING 2022

Y2 - 12 October 2022 through 17 October 2022

ER -

Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

ASJC Scopus Subject Areas

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