Detection of overdose and underdose prescriptions—An unsupervised machine learning approach

Overdose prescription errors sometimes cause serious life-threatening adverse drug events, while underdose errors lead to diminished therapeutic effects. Therefore, it is important to detect and prevent these errors. In the present study, we used the one-class support vector machine (OCSVM), one of...

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Autores principales: Kenichiro Nagata, Toshikazu Tsuji, Kimitaka Suetsugu, Kayoko Muraoka, Hiroyuki Watanabe, Akiko Kanaya, Nobuaki Egashira, Ichiro Ieiri
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/034f183e0e32452bbf69d91f2d2d3d21
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