Probabilistic Approach for Virtual Screening Based on Multiple Pharmacophores

Pharmacophore modeling is usually considered as a special type of virtual screening without probabilistic nature. Correspondence of at least one conformation of a molecule to pharmacophore is considered as evidence of its bioactivity. We show that pharmacophores can be treated as one-class machine l...

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Bibliographic Details
Main Authors: Timur I. Madzhidov, Assima Rakhimbekova, Alina Kutlushuna, Pavel Polishchuk
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/25/2/385