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

• Autors principals: Pavel M. Vassiliev (Autor), Dmitriy V. Maltsev (Autor), Alexander A. Spasov (Autor), Maxim A. Perfilev (Autor), Maria O. Skripka (Autor), Andrey N. Kochetkov (Autor)
• Format: Llibre
• Publicat: MDPI AG, 2023-05-01T00:00:00Z.
• Matèries: article
• Accés en línia: Connect to this object online.

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...