12 citations · 15 across the 2 of their papers we have counts for
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q-bio.QM2017★ 3 cited
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation
Afshine Amidi, Shervine Amidi, Dimitrios Vlachakis +3
During the past decade, with the significant progress of computational power as well as ever-rising data availability, deep learning techniques became increasingly popular due to t…
q-bio.QM2013★ 12 cited
Protein signatures using electrostatic molecular surfaces in harmonic space
C. Sofia Carvalho, Dimitrios Vlachakis, Georgia Tsiliki +2
We developed a novel method based on the Fourier analysis of protein molecular surfaces to speed up the analysis of the vast structural data generated in the post-genomic era. This…