Benchmark of embedding-based methods for accurate and transferable prediction of drug response.

Jia, Peilin; Hu, Ruifeng; Zhao, Zhongming

Jia, Peilin; Hu, Ruifeng; Zhao, Zhongming.

Affiliation

Jia P; CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing 100101, China.
Hu R; Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Zhao Z; Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.

Brief Bioinform ; 24(3)2023 05 19.

Article in En | MEDLINE | ID: mdl-36961310

Subject(s)

Benchmarking; Neoplasms; Humans; Neoplasms/drug therapy; Neoplasms/genetics; Precision Medicine/methods

Key words

anti-cancer compound; drug response; variational autoencoder (VAEN)

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Benchmarking / Neoplasms Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Brief Bioinform Journal subject: BIOLOGIA / INFORMATICA MEDICA Year: 2023 Type: Article Affiliation country: China

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