Using Machine Learning to Examine Medication Adherence Thresholds and Risk of Hospitalization

BACKGROUND: Quality improvement efforts are frequently tied to patients achieving ≥80% medication adherence. However, there is little empirical evidence that this threshold optimally predicts important health outcomes. OBJECTIVE: To apply machine learning to examine how adherence to oral hypoglycemi...

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I publikationen:Med Care
Huvudupphovsmän: Lo-Ciganic, Wei-Hsuan, Donohue, Julie M., Thorpe, Joshua M., Perera, Subashan, Thorpe, Carolyn T., Marcum, Zachary A., Gellad, Walid F.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2015
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Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4503478/
https://ncbi.nlm.nih.gov/pubmed/26147866
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/MLR.0000000000000394
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