Applications of machine learning in healthcare

Claudio Aracena; Fabián Villena; Felipe Arias; Jocelyn Dunstan

doi:10.1016/j.rmclc.2022.10.001

Applications of machine learning in healthcare

Título traducido de la contribución: Aplicaciones de aprendizaje automático en salud

Claudio Aracena
, Fabián Villena
, Felipe Arias
, Jocelyn Dunstan

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

14 Citas (Scopus)

Resumen

This work aims to show recent applications of machine learning in health. Machine learning is a branch of artificial intelligence that has produced excellent results in pattern recognition and predictive analysis achieving state-of-the-art performance in several tasks. For that reason, this technology is used in multiple hospital systems. This article introduces machine learning, important algorithms, and ethical considerations as well as commenting on various applications in health sorted by the type of data used in those studies.

Título traducido de la contribución	Aplicaciones de aprendizaje automático en salud
Idioma original	Inglés
Páginas (desde-hasta)	568-575
Número de páginas	8
Publicación	Revista Medica Clinica Las Condes
Volumen	33
N.º	6
DOI	https://doi.org/10.1016/j.rmclc.2022.10.001
Estado	Publicada - 1 nov 2022
Publicado de forma externa	Sí

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10.1016/j.rmclc.2022.10.001

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title = "Applications of machine learning in healthcare",

abstract = "This work aims to show recent applications of machine learning in health. Machine learning is a branch of artificial intelligence that has produced excellent results in pattern recognition and predictive analysis achieving state-of-the-art performance in several tasks. For that reason, this technology is used in multiple hospital systems. This article introduces machine learning, important algorithms, and ethical considerations as well as commenting on various applications in health sorted by the type of data used in those studies.",

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AU - Villena, Fabián

AU - Arias, Felipe

AU - Dunstan, Jocelyn

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KW - Deep Learning

KW - Electronic Health Records

KW - Machine Learning

KW - Natural Language Processing

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Applications of machine learning in healthcare

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