Facilitating deep learning through preprocessing of optical coherence tomography images.
Journal:
BMC ophthalmology
Published Date:
Apr 17, 2023
Abstract
BACKGROUND: While deep learning has delivered promising results in the field of ophthalmology, the hurdle to complete a deep learning study is high. In this study, we aim to facilitate small scale model trainings by exploring the role of preprocessing to reduce computational burden and accelerate learning.