AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records

10.2196/21798

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Bibliographic Details
Main Authors:	Xie, F., Chakraborty, B., Hock Ong, M.E., Goldstein, B.A., Liu, N.
Other Authors:	DUKE-NUS MEDICAL SCHOOL
Format:	Article
Published:	JMIR Publications Inc. 2021
Subjects:	Clinical decision making Clinical prediction rule Electronic health records Machine learning Prognosis
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/197430
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-197430
record_format	dspace
spelling	sg-nus-scholar.10635-1974302024-11-10T09:19:20Z AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records Xie, F. Chakraborty, B. Hock Ong, M.E. Goldstein, B.A. Liu, N. DUKE-NUS MEDICAL SCHOOL Clinical decision making Clinical prediction rule Electronic health records Machine learning Prognosis 10.2196/21798 JMIR Medical Informatics 8 10 e21798 2021-08-18T02:48:50Z 2021-08-18T02:48:50Z 2020 Article Xie, F., Chakraborty, B., Hock Ong, M.E., Goldstein, B.A., Liu, N. (2020). AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records. JMIR Medical Informatics 8 (10) : e21798. ScholarBank@NUS Repository. https://doi.org/10.2196/21798 22919694 https://scholarbank.nus.edu.sg/handle/10635/197430 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ JMIR Publications Inc. Scopus OA2020
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Clinical decision making Clinical prediction rule Electronic health records Machine learning Prognosis
spellingShingle	Clinical decision making Clinical prediction rule Electronic health records Machine learning Prognosis Xie, F. Chakraborty, B. Hock Ong, M.E. Goldstein, B.A. Liu, N. AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
description	10.2196/21798
author2	DUKE-NUS MEDICAL SCHOOL
author_facet	DUKE-NUS MEDICAL SCHOOL Xie, F. Chakraborty, B. Hock Ong, M.E. Goldstein, B.A. Liu, N.
format	Article
author	Xie, F. Chakraborty, B. Hock Ong, M.E. Goldstein, B.A. Liu, N.
author_sort	Xie, F.
title	AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
title_short	AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
title_full	AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
title_fullStr	AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
title_full_unstemmed	AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
title_sort	autoscore: a machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
publisher	JMIR Publications Inc.
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/197430
_version_	1821196219167277056

AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records

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