Predicting and characterizing a cancer dependency map of tumors with deep learning.

Chiu, Yu-Chiao; Zheng, Siyuan; Wang, Li-Ju; Iskra, Brian S; Rao, Manjeet K; Houghton, Peter J; Huang, Yufei; Chen, Yidong

Chiu, Yu-Chiao; Zheng, Siyuan; Wang, Li-Ju; Iskra, Brian S; Rao, Manjeet K; Houghton, Peter J; Huang, Yufei; Chen, Yidong.

Afiliação

Chiu YC; Greehey Children's Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
Zheng S; Greehey Children's Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
Wang LJ; Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
Iskra BS; Greehey Children's Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
Rao MK; Greehey Children's Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
Houghton PJ; Greehey Children's Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
Huang Y; Department of Cell Systems and Anatomy, University of Texas Health San Antonio, San Antonio, TX 78229, USA.
Chen Y; Greehey Children's Cancer Research Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA.

Sci Adv ; 7(34)2021 08.

Article em En | MEDLINE | ID: mdl-34417181

Assuntos

Aprendizado Profundo; Neoplasias; Genômica/métodos; Humanos; Aprendizado de Máquina; Neoplasias/genética; Neoplasias/patologia

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Neoplasias Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Sci Adv Ano de publicação: 2021 Tipo de documento: Article

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