Self-Supervised Deep-Learning Segmentation of Corneal Endothelium Specular Microscopy Images

Author:

Sánchez Sergio1,Mendoza Kevin1,Quintero Fernando J.1,Prada Angelica M.2,Tello Alejandro2,Galvis Virgilio2,Romero Lenny A.3,Marrugo Andrés G.1

Affiliation:

1. Universidad Tecnológica de Bolívar.,Facultad de Ingeniería.,Cartagena,Colombia

2. Centro Oftalmológico Virgilio Galvis Floridablanca,Colombia

3. Universidad Tecnológica de Bolívar,Facultad de Ciencias Básicas,Cartagena,Colombia

Funder

Ministerio de Ciencia, Tecnología e Innovacioón

Publisher

IEEE

Reference27 articles.

1. BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models;punn;Image and Video Processing,2022

2. Exploring Simple Siamese Representation Learning (Simsiam);chen;Computer Vision and Pattern Recognition,2020

3. DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttae;vigueras;Nature Scientific Reports,2022

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