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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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Dettagli Bibliografici
Pubblicato in:Chem Sci
Autori principali: Rifaioglu, Ahmet Sureyya, Nalbat, Esra, Atalay, Volkan, Martin, Maria Jesus, Cetin-Atalay, Rengul, Doğan, Tunca
Natura: Artigo
Lingua:Inglês
Pubblicazione: Royal Society of Chemistry 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7643205/
https://ncbi.nlm.nih.gov/pubmed/33209251
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c9sc03414e
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