Prediction of Blood-Brain Barrier Permeability of Compounds by Fusing Resampling Strategies and eXtreme Gradient Boosting

Computer-aided drug design is an efficient method to analyze the development of disease-related drugs. However, developed as binding targets, medicines perform well in cell models and animal models but fail in human models. One main reason for this failure is that the human body has natural barriers...

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Bibliographic Details
Main Authors: Zhiwen Shi, Yanyi Chu, Yonghong Zhang, Yanjing Wang, Dong-Qing Wei
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9309292/