Search Results for author: Elka Rubin

Found 1 papers, 0 papers with code

Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning

no code implementations14 Oct 2022 Jeffrey Dominic, Nandita Bhaskhar, Arjun D. Desai, Andrew Schmidt, Elka Rubin, Beliz Gunel, Garry E. Gold, Brian A. Hargreaves, Leon Lenchik, Robert Boutin, Akshay S. Chaudhari

Although supervised learning has enabled high performance for image segmentation, it requires a large amount of labeled training data, which can be difficult to obtain in the medical imaging field.

Image Segmentation Segmentation +2

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