Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia

The processes associated with health care generate a large amount of information that is difficult to analyze using standard statistical procedures. In this context, disciplines such as Data Science became relevant, mainly through strategies such as Machine Learning (ML). The latter groups a series...

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Autores principales:	Pedrero,Víctor, Reynaldos-Grandón,Katiuska, Ureta-Achurra,Joaquín, Cortez-Pinto,Erick
Lenguaje:	Spanish / Castilian
Publicado:	Sociedad Médica de Santiago 2021
Materias:	Emergency Medical Services Health Information Management Machine Learning
Acceso en línea:	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0034-98872021000200248
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spelling	oai:scielo:S0034-988720210002002482021-06-25Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de UrgenciaPedrero,VíctorReynaldos-Grandón,KatiuskaUreta-Achurra,JoaquínCortez-Pinto,Erick Emergency Medical Services Health Information Management Machine Learning The processes associated with health care generate a large amount of information that is difficult to analyze using standard statistical procedures. In this context, disciplines such as Data Science became relevant, mainly through strategies such as Machine Learning (ML). The latter groups a series of tools whose purpose is to develop algorithms to extract information from data, whether for explanation, classification, or prediction. Despite its usefulness as support for clinical decisions, its potential in health care management has been less explored. Also, there are difficulties in understanding these types of studies. This work tries to offer a nontechnical overview of the ML concept and its advantages for health care management. It collects examples of ML applications in emergency department management.info:eu-repo/semantics/openAccessSociedad Médica de SantiagoRevista médica de Chile v.149 n.2 20212021-02-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0034-98872021000200248es10.4067/s0034-98872021000200248
institution	Scielo Chile
collection	Scielo Chile
language	Spanish / Castilian
topic	Emergency Medical Services Health Information Management Machine Learning
spellingShingle	Emergency Medical Services Health Information Management Machine Learning Pedrero,Víctor Reynaldos-Grandón,Katiuska Ureta-Achurra,Joaquín Cortez-Pinto,Erick Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia
description	The processes associated with health care generate a large amount of information that is difficult to analyze using standard statistical procedures. In this context, disciplines such as Data Science became relevant, mainly through strategies such as Machine Learning (ML). The latter groups a series of tools whose purpose is to develop algorithms to extract information from data, whether for explanation, classification, or prediction. Despite its usefulness as support for clinical decisions, its potential in health care management has been less explored. Also, there are difficulties in understanding these types of studies. This work tries to offer a nontechnical overview of the ML concept and its advantages for health care management. It collects examples of ML applications in emergency department management.
author	Pedrero,Víctor Reynaldos-Grandón,Katiuska Ureta-Achurra,Joaquín Cortez-Pinto,Erick
author_facet	Pedrero,Víctor Reynaldos-Grandón,Katiuska Ureta-Achurra,Joaquín Cortez-Pinto,Erick
author_sort	Pedrero,Víctor
title	Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia
title_short	Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia
title_full	Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia
title_fullStr	Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia
title_full_unstemmed	Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia
title_sort	generalidades del machine learning y su aplicación en la gestión sanitaria en servicios de urgencia
publisher	Sociedad Médica de Santiago
publishDate	2021
url	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0034-98872021000200248
work_keys_str_mv	AT pedrerovictor generalidadesdelmachinelearningysuaplicacionenlagestionsanitariaenserviciosdeurgencia AT reynaldosgrandonkatiuska generalidadesdelmachinelearningysuaplicacionenlagestionsanitariaenserviciosdeurgencia AT uretaachurrajoaquin generalidadesdelmachinelearningysuaplicacionenlagestionsanitariaenserviciosdeurgencia AT cortezpintoerick generalidadesdelmachinelearningysuaplicacionenlagestionsanitariaenserviciosdeurgencia
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Generalidades del Machine Learning y su aplicación en la gestión sanitaria en Servicios de Urgencia

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