Modeling asynchronous event sequences with RNNs.

Wu, Stephen; Liu, Sijia; Sohn, Sunghwan; Moon, Sungrim; Wi, Chung-Il; Juhn, Young; Liu, Hongfang

Wu, Stephen; Liu, Sijia; Sohn, Sunghwan; Moon, Sungrim; Wi, Chung-Il; Juhn, Young; Liu, Hongfang.

Afiliación

Wu S; Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States. Electronic address: wu.stephen.t@gmail.com.
Liu S; Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States.
Sohn S; Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States.
Moon S; Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States.
Wi CI; Department of Pediatrics, Mayo Clinic, Rochester, MN, United States.
Juhn Y; Department of Pediatrics, Mayo Clinic, Rochester, MN, United States.
Liu H; Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States.

J Biomed Inform ; 83: 167-177, 2018 07.

Article en En | MEDLINE | ID: mdl-29883623

Asunto(s)

Asma/clasificación; Registros Electrónicos de Salud; Redes Neurales de la Computación; Niño; Preescolar; Simulación por Computador; Humanos; Lactante; Unidades de Cuidados Intensivos/estadística & datos numéricos; Recurrencia

Palabras clave

Asthma; Deep learning; Electronic health records; Temporal data

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Asma / Redes Neurales de la Computación / Registros Electrónicos de Salud Tipo de estudio: Prognostic_studies Límite: Child / Child, preschool / Humans / Infant Idioma: En Revista: J Biomed Inform Asunto de la revista: INFORMATICA MEDICA Año: 2018 Tipo del documento: Article

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