A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability.

Tomasz Krzywicki Piotr Brona Agnieszka M Zbrzezny Andrzej E Grzybowski

Published in: Journal of clinical medicine (2023)

This article provides a comprehensive and up-to-date overview of the repositories that contain color fundus images. We analyzed them regarding availability and legality, presented the datasets' characteristics, and identified labeled and unlabeled image sets. This study aimed to complete all publicly available color fundus image datasets to create a central catalog of available color fundus image datasets.

Keyphrases

deep learning
diabetic retinopathy
rna seq
optical coherence tomography
convolutional neural network
single cell
machine learning
healthcare
pet imaging