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A Risk Scoring System Utilizing Machine Learning Methods for Hepatotoxicity Prediction One Year After the Initiation of Tyrosine Kinase Inhibitors

BACKGROUND: There is currently no method to predict tyrosine kinase inhibitor (TKI) -induced hepatotoxicity. The purpose of this study was to propose a risk scoring system for hepatotoxicity induced within one year of TKI administration using machine learning methods. METHODS: This retrospective, mu...

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Detalles Bibliográficos
Autores principales: Han, Ji Min, Yee, Jeong, Cho, Soyeon, Kim, Min Kyoung, Moon, Jin Young, Jung, Dasom, Kim, Jung Sun, Gwak, Hye Sun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957909/
https://www.ncbi.nlm.nih.gov/pubmed/35350572
http://dx.doi.org/10.3389/fonc.2022.790343