Molecular design in drug discovery: a comprehensive review of deep generative models.

Cheng, Yu; Gong, Yongshun; Liu, Yuansheng; Song, Bosheng; Zou, Quan

Cheng, Yu; Gong, Yongshun; Liu, Yuansheng; Song, Bosheng; Zou, Quan.

Afiliación

Cheng Y; College of Information Science and Engineering, Hunan University, 2 Lushan S Rd, Yuelu District, 410086, Changsha, China.
Gong Y; School of Software, Shandong University, 250100, Jinan, China.
Liu Y; College of Information Science and Engineering, Hunan University, 2 Lushan S Rd, Yuelu District, 410086, Changsha, China.
Song B; College of Information Science and Engineering, Hunan University, 2 Lushan S Rd, Yuelu District, 410086, Changsha, China.
Zou Q; Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, 610054, Chengdu, China.

Brief Bioinform ; 22(6)2021 11 05.

Article en En | MEDLINE | ID: mdl-34415297

Asunto(s)

Aprendizaje Profundo; Diseño de Fármacos/métodos; Descubrimiento de Drogas/métodos; Modelos Moleculares

Palabras clave

de novo drug design; deep generative model; deep learning; molecular design

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Diseño de Fármacos / Modelos Moleculares / Descubrimiento de Drogas / Aprendizaje Profundo Idioma: En Revista: Brief Bioinform Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA Año: 2021 Tipo del documento: Article País de afiliación: China

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