Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images

19 Dec 2018Bruno LecouatKen ChangChuan-Sheng FooBalagopal UnnikrishnanJames M. BrownHoussam ZenatiAndrew BeersVijay ChandrasekharJayashree Kalpathy-CramerPavitra Krishnaswamy

Supervised deep learning algorithms have enabled significant performance gains in medical image classification tasks. But these methods rely on large labeled datasets that require resource-intensive expert annotation... (read more)

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