SENSDeep: An Ensemble Deep Learning Method for Protein-Protein Interaction Sites Prediction.

Journal: Interdisciplinary sciences, computational life sciences
Published Date:

Abstract

PURPOSE: The determination of which amino acid in a protein interacts with other proteins is important in understanding the functional mechanism of that protein. Although there are experimental methods to detect protein-protein interaction sites (PPISs), these are costly, time-consuming, and require expertise. Therefore, many computational methods have been proposed to accelerate this type of research, but they are generally insufficient to predict PPISs accurately. There is a need for development in this field.

Authors

  • Engin Aybey
    Department of Health Bioinformatics, Ege University, 35100, Bornova, Izmir, Turkey. enginaybey@gmail.com.
  • Ozgur Gumus
    1Department of Computer Engineering, Faculty of Engineering, Ege University, 35100 Bornova, Izmir, Turkey.