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Elastic deformation of optical coherence tomography images of diabetic macular edema for deep-learning models training: how far to go?

Authors :
Bar-David, Daniel
Bar-David, Laura
Shapira, Yinon
Leibu, Rina
Dori, Dalia
Schneor, Ronit
Fischer, Anath
Soudry, Shiri
Publication Year :
2021

Abstract

To explore the clinical validity of elastic deformation of optical coherence tomography (OCT) images for data augmentation in the development of deep-learning model for detection of diabetic macular edema (DME).

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2107.03651
Document Type :
Working Paper