A deep learning solution to recommend laboratory reduction strategies in ICU.

Yu, Lishan; Li, Linda; Bernstam, Elmer; Jiang, Xiaoqian

Yu, Lishan; Li, Linda; Bernstam, Elmer; Jiang, Xiaoqian.

Afiliación

Yu L; School of Biomedical Informatics, UTHealth, United States; Department of Mathematical Sciences, Tsinghua University, China.
Li L; Department of Pediatric Surgery, McGovern Medical School, UTHealth, United States.
Bernstam E; School of Biomedical Informatics, UTHealth, United States; Division of General Internal Medicine, McGovern Medical School, UTHealth, United States.
Jiang X; School of Biomedical Informatics, UTHealth, United States. Electronic address: xiaoqian.jiang@uth.tmc.edu.

Int J Med Inform ; 144: 104282, 2020 12.

Article en En | MEDLINE | ID: mdl-33010730

Asunto(s)

Aprendizaje Profundo; Humanos; Unidades de Cuidados Intensivos; Laboratorios; Aprendizaje Automático; Curva ROC

Palabras clave

Deep learning; Dynamic decision-making problem; Laboratory test reduction

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Int J Med Inform Asunto de la revista: INFORMATICA MEDICA Año: 2020 Tipo del documento: Article País de afiliación: China Pais de publicación: Irlanda

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