Detection of Diabetes Status and Type in Youth Using Electronic Health Records: The SEARCH for Diabetes in Youth Study.
Adolescent
Adult
Age of Onset
Algorithms
Diabetes Mellitus
/ diagnosis
Diabetes Mellitus, Type 1
/ diagnosis
Diabetes Mellitus, Type 2
/ diagnosis
Electronic Health Records
/ statistics & numerical data
Female
Humans
Male
Mass Screening
/ methods
Predictive Value of Tests
United States
/ epidemiology
Young Adult
Journal
Diabetes care
ISSN: 1935-5548
Titre abrégé: Diabetes Care
Pays: United States
ID NLM: 7805975
Informations de publication
Date de publication:
10 2020
10 2020
Historique:
received:
09
01
2020
accepted:
20
06
2020
pubmed:
2
8
2020
medline:
25
5
2021
entrez:
2
8
2020
Statut:
ppublish
Résumé
Diabetes surveillance often requires manual medical chart reviews to confirm status and type. This project aimed to create an electronic health record (EHR)-based procedure for improving surveillance efficiency through automation of case identification. Youth (<20 years old) with potential evidence of diabetes ( The sample included 5,308 true cases (89.2% type 1 diabetes). The rule-based algorithm outperformed regression for overall accuracy (0.955 vs. 0.936). Type 1 diabetes was classified well by both methods: sensitivity ( An ICD-10 algorithm combined with targeted chart reviews accurately identified diabetes status/type and could be an attractive option for diabetes surveillance in youth.
Identifiants
pubmed: 32737140
pii: dc20-0063
doi: 10.2337/dc20-0063
pmc: PMC7510036
doi:
Banques de données
figshare
['10.2337/figshare.12558875']
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
2418-2425Subventions
Organisme : NIDDK NIH HHS
ID : P30 DK057516
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002710
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006138
Pays : United States
Organisme : ACL HHS
ID : U18DP006138
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000154
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002714
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000248
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000244
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000062
Pays : United States
Organisme : ACL HHS
ID : U18DP006134
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001420
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002709
Pays : United States
Organisme : ACL HHS
ID : U18DP006131
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001425
Pays : United States
Organisme : HSRD VA
ID : HIR 10-001
Pays : United States
Organisme : ACL HHS
ID : U18DP006139
Pays : United States
Organisme : NIDDK NIH HHS
ID : UC4 DK108173
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000247
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006131
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006139
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000077
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK127208
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000423
Pays : United States
Organisme : ACL HHS
ID : U18DP006136
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000250
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000246
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001450
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000254
Pays : United States
Organisme : ACL HHS
ID : U18DP006133
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002708
Pays : United States
Informations de copyright
© 2020 by the American Diabetes Association.
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