Self-FI: Self-Supervised Learning for Disease Diagnosis in Fundus Images

Self-supervised learning has been successful in computer vision, and its application to medical imaging has shown great promise. This study proposes a novel self-supervised learning method for medical image classification, specifically targeting ultra-wide-field fundus images (UFI). The proposed met...

Full description

Bibliographic Details
Main Authors: Toan Duc Nguyen, Duc-Tai Le, Junghyun Bum, Seongho Kim, Su Jeong Song, Hyunseung Choo
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Bioengineering
Subjects:
Online Access:https://www.mdpi.com/2306-5354/10/9/1089