Multicategory Outcome Weighted Margin-based Learning for Estimating Individualized Treatment Rules.

Zhang, Chong; Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Zhao, Ying-Qi; Liu, Yufeng

Zhang, Chong; Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Zhao, Ying-Qi; Liu, Yufeng.

Afiliación

Zhang C; University of North Carolina at Chapel Hill.
Chen J; University of North Carolina at Chapel Hill.
Fu H; Eli Lilly and Company.
He X; Eli Lilly and Company.
Zhao YQ; Fred Hutchinson Cancer Research Center.
Liu Y; University of North Carolina at Chapel Hill.

Stat Sin ; 30: 1857-1879, 2020.

Article en En | MEDLINE | ID: mdl-33311956

Palabras clave

Angle-based Classifier; Large-margin; Multiple Treatments; Outcome Weighted Learning; Precision Medicine; Support Vector Machine

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Observational_studies / Prognostic_studies Idioma: En Revista: Stat Sin Año: 2020 Tipo del documento: Article

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