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Influenza Screening via Deep Learning Using a Combination of Epidemiological and Patient-Generated Health Data: Development and Validation Study

BACKGROUND: Screening for influenza in primary care is challenging due to the low sensitivity of rapid antigen tests and the lack of proper screening tests. OBJECTIVE: The aim of this study was to develop a machine learning–based screening tool using patient-generated health data (PGHD) obtained fro...

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Detalhes bibliográficos
Publicado no:J Med Internet Res
Main Authors: Choo, Hyunwoo, Kim, Myeongchan, Choi, Jiyun, Shin, Jaewon, Shin, Soo-Yong
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7661232/
https://ncbi.nlm.nih.gov/pubmed/33118941
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/21369
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