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Improved Classification of Blood-Brain-Barrier Drugs Using Deep Learning

Blood-Brain-Barrier (BBB) is a strict permeability barrier for maintaining the Central Nervous System (CNS) homeostasis. One of the most important conditions to judge a CNS drug is to figure out whether it has BBB permeability or not. In the past 20 years, the existing prediction approaches are usua...

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Detalles Bibliográficos
Autores principales: Miao, Rui, Xia, Liang-Yong, Chen, Hao-Heng, Huang, Hai-Hui, Liang, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6584536/
https://www.ncbi.nlm.nih.gov/pubmed/31217424
http://dx.doi.org/10.1038/s41598-019-44773-4