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DeePred-BBB: A Blood Brain Barrier Permeability Prediction Model With Improved Accuracy

The blood-brain barrier (BBB) is a selective and semipermeable boundary that maintains homeostasis inside the central nervous system (CNS). The BBB permeability of compounds is an important consideration during CNS-acting drug development and is difficult to formulate in a succinct manner. Clinical...

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Main Authors: Rajnish Kumar, Anju Sharma, Athanasios Alexiou, Anwar L. Bilgrami, Mohammad Amjad Kamal, Ghulam Md Ashraf
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Neuroscience
Subjects:
blood-brain barrier
convolutional neural network
deep learning
machine learning
prediction
CNS-permeability
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.858126/full
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