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

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 levels....

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Bibliographic Details
Main Authors: Aziz, Firdaus, Malek, Sorayya, Ali, Adliah Mhd, Wong, Mee Sieng, Mosleh, Mogeeb, Milow, Pozi
Format: Article
Published: PeerJ 2020
Subjects:
Online Access:http://eprints.um.edu.my/36816/
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