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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...
Autores principales: | Nagata, Kenichiro, Tsuji, Toshikazu, Suetsugu, Kimitaka, Muraoka, Kayoko, Watanabe, Hiroyuki, Kanaya, Akiko, Egashira, Nobuaki, Ieiri, Ichiro |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604308/ https://www.ncbi.nlm.nih.gov/pubmed/34797894 http://dx.doi.org/10.1371/journal.pone.0260315 |
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