Výsledky vyhledávání - "Dongjiang Niu"

Akademický článek

MSH-DTI: multi-graph convolution with self-supervised embedding and heterogeneous aggregation for drug-target interaction prediction

Autor: Beiyi Zhang, Dongjiang Niu, Lianwei Zhang, Qiang Zhang, Zhen Li

Publikováno v: BMC Bioinformatics, Vol 25, Iss 1, Pp 1-18 (2024)

Abstract Background: The rise of network pharmacology has led to the widespread use of network-based computational methods in predicting drug target interaction (DTI). However, existing DTI prediction models typically rely on a limited amount of data

Externí odkaz: https://doaj.org/article/503d7764847e46da97e777c3417f1ede

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Akademický článek

Drug-target binding affinity prediction using message passing neural network and self supervised learning

Autor: Leiming Xia, Lei Xu, Shourun Pan, Dongjiang Niu, Beiyi Zhang, Zhen Li

Publikováno v: BMC Genomics, Vol 24, Iss 1, Pp 1-11 (2023)

Abstract Background Drug-target binding affinity (DTA) prediction is important for the rapid development of drug discovery. Compared to traditional methods, deep learning methods provide a new way for DTA prediction to achieve good performance withou

Externí odkaz: https://doaj.org/article/26c1ebd462d94143a3947decb84b4afe

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