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Feature Reduction for Molecular Similarity Searching Based on Autoencoder Deep Learning

The concept of molecular similarity has been commonly used in rational drug design, where structurally similar molecules are examined in molecular databases to retrieve functionally similar molecules. The most used conventional similarity methods used two-dimensional (2D) fingerprints to evaluate th...

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Detalles Bibliográficos
Autores principales: Nasser, Maged, Salim, Naomie, Saeed, Faisal, Basurra, Shadi, Rabiu, Idris, Hamza, Hentabli, Alsoufi, Muaadh A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9029813/
https://www.ncbi.nlm.nih.gov/pubmed/35454097
http://dx.doi.org/10.3390/biom12040508

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