Self-Supervised Learning to Increase the Performance of Skin Lesion Classification

To successfully train a deep neural network, a large amount of human-labeled data is required. Unfortunately, in many areas, collecting and labeling data is a difficult and tedious task. Several ways have been developed to mitigate the problem associated with the shortage of data, the most common of...

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Bibliographic Details
Main Authors: Arkadiusz Kwasigroch, Michał Grochowski, Agnieszka Mikołajczyk
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/9/11/1930