Classification of Multiple H&E Images via an Ensemble Computational Scheme
Leonardo H. da Costa Longo,
Guilherme F. Roberto,
Thaína A. A. Tosta
et al.
Abstract:In this work, a computational scheme is proposed to identify the main combinations of handcrafted descriptors and deep-learned features capable of classifying histological images stained with hematoxylin and eosin. The handcrafted descriptors were those representatives of multiscale and multidimensional fractal techniques (fractal dimension, lacunarity and percolation) applied to quantify the histological images with the corresponding representations via explainable artificial intelligence (xAI) approaches. Th… Show more
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