Deep learning based methods for molecular similarity searching: a systematic review
In rational drug design, the concept of molecular similarity searching is frequently used to identify molecules with similar functionalities by looking up structurally related molecules in chemical databases. Different methods have been developed to measure the similarity of molecules to a target qu...
Saved in:
Main Authors: | Nasser, Maged, Yusof, Umi Kalsom, Salim, Naomie |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI
2023
|
Subjects: | |
Online Access: | http://eprints.utm.my/106538/1/NaomieSalim2023_DeepLearningBasedMethodsforMolecular.pdf http://eprints.utm.my/106538/ http://dx.doi.org/10.3390/pr11051340 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Molecular similarity searching based on deep belief networks with different molecular descriptors
by: Nasser, Maged, et al.
Published: (2020) -
Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks
by: Nasser, Maged, et al.
Published: (2021) -
Molecular similarity searching based on deep learning for feature reduction
by: Saeed Nasser, Maged Mohammed
Published: (2022) -
Feature reduction for molecular similarity searching based on autoencoder deep learning
by: Nasser, Maged, et al.
Published: (2022) -
Literature review: a correlation between molecular similarity and sub-structure search
by: Mohd. Rasit, Mohd. Shafie, et al.
Published: (2007)