Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders.

Shayakhmetov, Rim; Kuznetsov, Maksim; Zhebrak, Alexander; Kadurin, Artur; Nikolenko, Sergey; Aliper, Alexander; Polykovskiy, Daniil

Shayakhmetov, Rim; Kuznetsov, Maksim; Zhebrak, Alexander; Kadurin, Artur; Nikolenko, Sergey; Aliper, Alexander; Polykovskiy, Daniil.

Afiliação

Shayakhmetov R; Insilico Medicine, Hong Kong, Hong Kong.
Kuznetsov M; Insilico Medicine, Hong Kong, Hong Kong.
Zhebrak A; Insilico Medicine, Hong Kong, Hong Kong.
Kadurin A; Insilico Medicine, Hong Kong, Hong Kong.
Nikolenko S; Insilico Medicine, Hong Kong, Hong Kong.
Aliper A; Neuromation OU, Tallinn, Estonia.
Polykovskiy D; Insilico Medicine, Hong Kong, Hong Kong.

Front Pharmacol ; 11: 269, 2020.

Article em En | MEDLINE | ID: mdl-32362822

Palavras-chave

adversarial autoencoders; conditional generation; deep learning; drug discovery; gene expression; generative models; representation learning

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article