To what extent healthcare analytics influences decision making in precision medicine

doi:10.1016/j.procs.2021.12.253

Utilize este identificador para referenciar este registo: https://hdl.handle.net/1822/90398

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Campo DC	Valor	Idioma
dc.contributor.author	Mosavi, Nasimsadat	por
dc.contributor.author	Santos, Manuel	por
dc.date.accessioned	2024-04-02T14:45:56Z	-
dc.date.available	2024-04-02T14:45:56Z	-
dc.date.issued	2022	-
dc.identifier.citation	Mosavi, N. S., & Santos, M. F. (2022). To what extent healthcare analytics influences decision making in precision medicine. Procedia Computer Science. Elsevier BV. http://doi.org/10.1016/j.procs.2021.12.253	por
dc.identifier.issn	1877-0509	-
dc.identifier.uri	https://hdl.handle.net/1822/90398	-
dc.description.abstract	Although Healthcare Analytics (HA) plays a critical role to uncover the link between data and discover novel and actionable information, the level that each analytics influences clinical decision-making is different. This paper aims to highlight the role of each HA in respect to Precision Medicine (PM). Where, PM is defined as a new approach in medical decision-making that takes into account individual differences in genetic, environmental, and lifestyle indicators. Besides, Simon's model in decision-making assesses the performance of clinical decision-making followed by HA. In addition, SOAP framework is discussed as an example under the influence of HA for adopting PM.	por
dc.description.sponsorship	FCT - Fundação para a Ciência e a Tecnologia (DSAIPA/DS/0084/2018)	por
dc.language.iso	eng	por
dc.publisher	Elsevier 1	por
dc.relation	info:eu-repo/grantAgreement/FCT/3599-PPCDT/DSAIPA%2FDS%2F0084%2F2018/PT	por
dc.rights	openAccess	por
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/4.0/	por
dc.subject	Big data analytics	por
dc.subject	Clinical decision making	por
dc.subject	Healthcare analytics	por
dc.subject	knowledge discivery	por
dc.subject	Optimization	por
dc.subject	Precision medicine	por
dc.subject	SOAP	por
dc.title	To what extent healthcare analytics influences decision making in precision medicine	por
dc.type	conferencePaper	por
dc.peerreviewed	yes	por
dc.relation.publisherversion	https://www.sciencedirect.com/science/article/pii/S1877050921024923	por
oaire.citationStartPage	353	por
oaire.citationEndPage	359	por
oaire.citationVolume	198	por
dc.date.updated	2024-04-02T11:35:59Z	-
dc.identifier.doi	10.1016/j.procs.2021.12.253	por
dc.subject.fos	Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática	por
sdum.export.identifier	14957	-
sdum.journal	Procedia Computer Science	por
sdum.conferencePublication	Procedia Computer Science	por
oaire.version	VoR	por
Aparece nas coleções:	CAlg - Artigos em revistas internacionais / Papers in international journals