• VoroCNN: Deep convolutional neural network built on 3D Voronoi tessellation of protein structures

    7 days ago - By Oxford Journals

    AbstractMotivationEffective use of evolutionary information has recently led to tremendous progress in computational prediction of three-dimensional structures of proteins and their complexes. Despite the progress, the accuracy of predicted structures tends to vary considerably from case to case. Since the utility of computational models depends on their accuracy, reliable estimates of deviation between predicted and native structures are of utmost importance.ResultsFor the first time, we present a deep convolutional neural network constructed on a Voronoi tessellation of 3D molecular...
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