Open AccessTo pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy
Author(s) -
Vignesh Srinivasan,
Nils Strodthoff,
Jackie Ma,
Alexander Binder,
KlausRobert Müller,
Wojciech Samek
Publication year - 2022
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0274291
Subject(s) - overfitting , interpretability , computer science , artificial intelligence , robustness (evolution) , machine learning , initialization , deep learning , pattern recognition (psychology) , artificial neural network , biochemistry , chemistry , gene , programming language
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