To what extent healthcare analytics influences decision making in precision medicine

Detalhes bibliográficos
Autor(a) principal: Mosavi, Nasimsadat
Data de Publicação: 2022
Outros Autores: Santos, Manuel
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/90398
Resumo: 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.
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spelling To what extent healthcare analytics influences decision making in precision medicineBig data analyticsClinical decision makingHealthcare analyticsknowledge disciveryOptimizationPrecision medicineSOAPEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaAlthough 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.FCT - Fundação para a Ciência e a Tecnologia (DSAIPA/DS/0084/2018)ElsevierUniversidade do MinhoMosavi, NasimsadatSantos, Manuel20222022-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://hdl.handle.net/1822/90398engMosavi, 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.2021.12.2531877-050910.1016/j.procs.2021.12.253https://www.sciencedirect.com/science/article/pii/S1877050921024923info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-11-02T01:20:41Zoai:repositorium.sdum.uminho.pt:1822/90398Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-11-02T01:20:41Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv To what extent healthcare analytics influences decision making in precision medicine
title To what extent healthcare analytics influences decision making in precision medicine
spellingShingle To what extent healthcare analytics influences decision making in precision medicine
Mosavi, Nasimsadat
Big data analytics
Clinical decision making
Healthcare analytics
knowledge discivery
Optimization
Precision medicine
SOAP
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short To what extent healthcare analytics influences decision making in precision medicine
title_full To what extent healthcare analytics influences decision making in precision medicine
title_fullStr To what extent healthcare analytics influences decision making in precision medicine
title_full_unstemmed To what extent healthcare analytics influences decision making in precision medicine
title_sort To what extent healthcare analytics influences decision making in precision medicine
author Mosavi, Nasimsadat
author_facet Mosavi, Nasimsadat
Santos, Manuel
author_role author
author2 Santos, Manuel
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Mosavi, Nasimsadat
Santos, Manuel
dc.subject.por.fl_str_mv Big data analytics
Clinical decision making
Healthcare analytics
knowledge discivery
Optimization
Precision medicine
SOAP
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Big data analytics
Clinical decision making
Healthcare analytics
knowledge discivery
Optimization
Precision medicine
SOAP
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description 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.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference paper
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/90398
url https://hdl.handle.net/1822/90398
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 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
1877-0509
10.1016/j.procs.2021.12.253
https://www.sciencedirect.com/science/article/pii/S1877050921024923
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv mluisa.alvim@gmail.com
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