108 citations · 178 across the 9 of their papers we have counts for
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cs.CV2019★ 13 cited
iProStruct2D: Identifying protein structural classes by deep learning via 2D representations
Loris Nanni, Alessandra Lumini, Federica Pasquali +1
In this paper we address the problem of protein classification starting from a multi-view 2D representation of proteins. From each 3D protein structure, a large set of 2D projectio…
cs.CV2019★ 17 cited
General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation
L. Nanni, S. Brahnam, S. Ghidoni +1
Bioimage classification plays a crucial role in many biological problems. In this work, we present a new General Purpose (GenP) ensemble that boosts performance by combining local…