An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction.

Ye, Zhuyifan; Yang, Yilong; Li, Xiaoshan; Cao, Dongsheng; Ouyang, Defang

Ye, Zhuyifan; Yang, Yilong; Li, Xiaoshan; Cao, Dongsheng; Ouyang, Defang.

Afiliação

Ye Z; State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences (ICMS) , University of Macau , Macau , China.
Yang Y; State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences (ICMS) , University of Macau , Macau , China.
Li X; Department of Computer and Information Science, Faculty of Science and Technology , University of Macau , Macau , China.
Cao D; Department of Computer and Information Science, Faculty of Science and Technology , University of Macau , Macau , China.
Ouyang D; Xiangya School of Pharmaceutical Sciences , Central South University , No. 172, Tongzipo Road , Yuelu District, Changsha 410083 , People's Republic of China.

Mol Pharm ; 16(2): 533-541, 2019 02 04.

Article em En | MEDLINE | ID: mdl-30571137

Assuntos

Aprendizagem; Algoritmos; Descoberta de Drogas; Redes Neurais de Computação; Farmacocinética; Relação Quantitativa Estrutura-Atividade

Palavras-chave

ADME; deep learning; multitask learning; pharmacokinetic parameters; transfer learning

Texto completo

Adicionar na Minha BVS

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Aprendizagem Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Mol Pharm Assunto da revista: BIOLOGIA MOLECULAR / FARMACIA / FARMACOLOGIA Ano de publicação: 2019 Tipo de documento: Article País de afiliação: China

Texto completo

Adicionar na Minha BVS

Imprimir

XML

PubMed Links

Buscar no Google