A neural network for glomerulus classification based on histological images of kidney biopsy

A neural network for glomerulus classification based on histological images of kidney biopsy

Abstract Background Computer-aided diagnosis (CAD) systems based on medical images could support physicians in the decision-making process. During the last decades, researchers have proposed CAD systems in several medical domains achieving promising results. CAD systems play an important role in dig...

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Bibliographic Details
Main Authors: Giacomo Donato Cascarano, Francesco Saverio Debitonto, Ruggero Lemma, Antonio Brunetti, Domenico Buongiorno, Irio De Feudis, Andrea Guerriero, Umberto Venere, Silvia Matino, Maria Teresa Rocchetti, Michele Rossini, Francesco Pesce, Loreto Gesualdo, Vitoantonio Bevilacqua
Format: Article
Language:English
Published: BMC 2021-11-01
Series:BMC Medical Informatics and Decision Making
Subjects:
CKD
Kidney
Glomerulus classification
Morphological features
Texture features
ANN
Online Access:https://doi.org/10.1186/s12911-021-01650-3

Internet

https://doi.org/10.1186/s12911-021-01650-3

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