Predicting medication adherence using ensemble learning and deep learning models with large scale healthcare data

Abstract Clinical studies from WHO have demonstrated that only 50–70% of patients adhere properly to prescribed drug therapy. Such adherence failure can impact therapeutic efficacy for the patients in question and compromises data quality around the population-level efficacy of the drug for the indi...

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Auteurs principaux: Yingqi Gu, Akshay Zalkikar, Mingming Liu, Lara Kelly, Amy Hall, Kieran Daly, Tomas Ward
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/4ef901330e134f2aaf41a5f98029a866
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