Learning Two-Stream CNN for Multi-Modal Age-related Macular Degeneration Categorization. (arXiv:2012.01879v2 [cs.CV] UPDATED)

Web: http://arxiv.org/abs/2012.01879

This paper tackles automated categorization of Age-related Macular
Degeneration (AMD), a common macular disease among people over 50. Previous
research efforts mainly focus on AMD categorization with a single-modal input,
let it be a color fundus photograph (CFP) or an OCT B-scan image. By contrast,
we consider AMD categorization given a multi-modal input, a direction that is
clinically meaningful yet mostly unexplored. Contrary to the prior art that
takes a traditional approach of feature extraction plus classifier training
that cannot …

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