High-Dimensional Precision Medicine From Patient-Derived Xenografts.

Rashid, Naim U; Luckett, Daniel J; Chen, Jingxiang; Lawson, Michael T; Wang, Longshaokan; Zhang, Yunshu; Laber, Eric B; Liu, Yufeng; Yeh, Jen Jen; Zeng, Donglin; Kosorok, Michael R

Rashid, Naim U; Luckett, Daniel J; Chen, Jingxiang; Lawson, Michael T; Wang, Longshaokan; Zhang, Yunshu; Laber, Eric B; Liu, Yufeng; Yeh, Jen Jen; Zeng, Donglin; Kosorok, Michael R.

Afiliación

Rashid NU; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Luckett DJ; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Chen J; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Lawson MT; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Wang L; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Zhang Y; Department of Statistics, North Carolina State University, Raleigh, NC, USA.
Laber EB; Department of Statistics, North Carolina State University, Raleigh, NC, USA.
Liu Y; Department of Statistics, North Carolina State University, Raleigh, NC, USA.
Yeh JJ; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Zeng D; Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Kosorok MR; Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC.

J Am Stat Assoc ; 116(535): 1140-1154, 2021.

Article en En | MEDLINE | ID: mdl-34548714

Palabras clave

Biomarkers; Deep learning autoencoders; Machine learning; Outcome weighted learning; Precision medicine; Q-learning

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Guideline Idioma: En Revista: J Am Stat Assoc Año: 2021 Tipo del documento: Article País de afiliación: Nueva Caledonia Pais de publicación: Estados Unidos

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