Predicting the target landscape of kinase inhibitors using 3D convolutional neural networks.

Many therapies in clinical trials are based on single drug-single target relationships. To further extend this concept to multi-target approaches using multi-targeted drugs, we developed a machine learning pipeline to unravel the target landscape of kinase inhibitors. This pipeline, which we call 3D...

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Bibliographic Details
Main Authors: Georgi K Kanev, Yaran Zhang, Albert J Kooistra, Andreas Bender, Rob Leurs, David Bailey, Thomas Würdinger, Chris de Graaf, Iwan J P de Esch, Bart A Westerman
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-09-01
Series:PLoS Computational Biology
Online Access:https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011301&type=printable