Performance of Fine-Tuning Convolutional Neural Networks for HEp-2 Image Classification

Performance of Fine-Tuning Convolutional Neural Networks for HEp-2 Image Classification

The search for anti-nucleus antibodies (ANA) represents a fundamental step in the diagnosis of autoimmune diseases. The test considered the gold standard for ANA research is indirect immunofluorescence (IIF). The best substrate for ANA detection is provided by Human Epithelial type 2 (HEp-2) cells....

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Bibliographic Details
Main Authors:	Vincenzo Taormina, Donato Cascio, Leonardo Abbene, Giuseppe Raso
Format:	Article
Language:	English
Published:	MDPI AG 2020-10-01
Series:	Applied Sciences
Subjects:	CNNs autoimmune diseases IIF test HEp-2 deep learning fine-tuning
Online Access:	https://www.mdpi.com/2076-3417/10/19/6940

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