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Determining hypertensive patients’ beliefs towards medication and associations with medication adherence using machine learning methods

BACKGROUND: This study assesses the feasibility of using machine learning methods such as Random Forests (RF), Artificial Neural Networks (ANN), Support Vector Regression (SVR) and Self-Organizing Feature Maps (SOM) to identify and determine factors associated with hypertensive patients’ adherence l...

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Detalhes bibliográficos
Publicado no:PeerJ
Main Authors: Aziz, Firdaus, Malek, Sorayya, Mhd Ali, Adliah, Wong, Mee Sieng, Mosleh, Mogeeb, Milow, Pozi
Formato: Artigo
Idioma:Inglês
Publicado em: PeerJ Inc. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7075362/
https://ncbi.nlm.nih.gov/pubmed/32206445
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.8286
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