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Evaluating Autoencoder-Based Featurization and Supervised Learning for Protein Decoy Selection

Rapid growth in molecular structure data is renewing interest in featurizing structure. Featurizations that retain information on biological activity are particularly sought for protein molecules, where decades of research have shown that indeed structure encodes function. Research on featurization...

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Detalles Bibliográficos
Autores principales: Alam, Fardina Fathmiul, Rahman, Taseef, Shehu, Amarda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179114/
https://www.ncbi.nlm.nih.gov/pubmed/32143444
http://dx.doi.org/10.3390/molecules25051146