Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks

Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks

Virtual screening (VS) is a computational practice applied in drug discovery research. VS is popularly applied in a computer-based search for new lead molecules based on molecular similarity searching. In chemical databases similarity searching is used to identify molecules that have similarities to...

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Bibliographic Details
Main Authors: Maged Nasser, Naomie Salim, Hentabli Hamza, Faisal Saeed, Idris Rabiu
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Molecules
Subjects:
virtual screening (VS)
similarity searching
deep learning
deep belief networks (DBN)
feature selection
Online Access:https://www.mdpi.com/1420-3049/26/1/128

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https://www.mdpi.com/1420-3049/26/1/128

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