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DEEPScreen: high performance drug–target interaction prediction with convolutional neural networks using 2-D structural compound representations

The identification of physical interactions between drug candidate compounds and target biomolecules is an important process in drug discovery. Since conventional screening procedures are expensive and time consuming, computational approaches are employed to provide aid by automatically predicting n...

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Detalles Bibliográficos
Autores principales: Rifaioglu, Ahmet Sureyya, Nalbat, Esra, Atalay, Volkan, Martin, Maria Jesus, Cetin-Atalay, Rengul, Doğan, Tunca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Royal Society of Chemistry 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7643205/
https://www.ncbi.nlm.nih.gov/pubmed/33209251
http://dx.doi.org/10.1039/c9sc03414e