Exploration of critical care data by using unsupervised machine learning.

Hyun, Sookyung; Kaewprag, Pacharmon; Cooper, Cheryl; Hixon, Brenda; Moffatt-Bruce, Susan

Hyun, Sookyung; Kaewprag, Pacharmon; Cooper, Cheryl; Hixon, Brenda; Moffatt-Bruce, Susan.

Afiliación

Hyun S; College of Nursing, Pusan National University, 49 Busandaehak-ro Mulgeum-eup, Yangsan-si, 50612, South Korea. Electronic address: sookyung.hyun@pusan.ac.kr.
Kaewprag P; Department of Computer Engineering, Ramkhamhaeng University, Bangkok, Thailand.
Cooper C; Central Quality and Education, The Ohio State University Wexner Medical Center, Ohio, United States.
Hixon B; Department of Health Services Nursing Education, The Ohio State University Wexner Medical Center, Ohio, United States.
Moffatt-Bruce S; Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, United States.

Comput Methods Programs Biomed ; 194: 105507, 2020 Oct.

Article en En | MEDLINE | ID: mdl-32403049

Asunto(s)

Aprendizaje Automático; Aprendizaje Automático no Supervisado; Análisis por Conglomerados; Cuidados Críticos; Humanos

Palabras clave

Critical care; Electronic health record; K-means clustering; Unsupervised machine learning

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Automático / Aprendizaje Automático no Supervisado Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Comput Methods Programs Biomed Asunto de la revista: INFORMATICA MEDICA Año: 2020 Tipo del documento: Article Pais de publicación: Irlanda

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