Unsupervised cross domain learning with applications to 7 layer segmentation of OCTsDownload PDFOpen Website

Published: 01 Jan 2021, Last Modified: 12 May 2023CoRR 2021Readers: Everyone
Abstract: Unsupervised cross domain adaptation for OCT 7 layer segmentation and other medical applications where labeled training data is only available in a source domain and unavailable in the target domain. Our proposed method helps generalize of deep learning to many areas in the medical field where labeled training data are expensive and time consuming to acquire or where target domains are too novel to have had labelling.
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