Consensus Ensemble Multitarget Neural Network Model of Anxiolytic Activity of Chemical Compounds and Its Use for Multitarget Pharmacophore Design

A classification consensus ensemble multitarget neural network model of the dependence of the anxiolytic activity of chemical compounds on the energy of their docking in 17 biotargets was developed. The training set included compounds thathadalready been tested for anxiolytic activity and were struc...

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Bibliographic Details
Main Authors: Pavel M. Vassiliev, Dmitriy V. Maltsev, Alexander A. Spasov, Maxim A. Perfilev, Maria O. Skripka, Andrey N. Kochetkov
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Pharmaceuticals
Subjects:
Online Access:https://www.mdpi.com/1424-8247/16/5/731