This work is focused on the possible applications of Deep Learning in retinal fundus images analysis. Deep Learning is an advanced machine learning technique that is revolutionizing all data-based disciplines with unheard-of performances in signal analysis. In particular Artificial Intelligence, Computer Vision and Image Analysis are benefiting from huge improvement in image and sound classification, segmentation and pattern recognition

A deep learning approach to the analysis of retinal images

Vincenzi, Enrico
2017/2018

Abstract

This work is focused on the possible applications of Deep Learning in retinal fundus images analysis. Deep Learning is an advanced machine learning technique that is revolutionizing all data-based disciplines with unheard-of performances in signal analysis. In particular Artificial Intelligence, Computer Vision and Image Analysis are benefiting from huge improvement in image and sound classification, segmentation and pattern recognition
2017-04-13
deep learning, convolutional neural networks, fundus retinal images
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12608/25917