Novel deep learning approaches in optical coherence tomography imaging

• Main Author: Bellemo, Valentina
• Other Authors: Leopold Schmetterer
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Optical coherence tomography; Deep learning
• Online Access: https://hdl.handle.net/10356/175824
• Institution: Nanyang Technological University

Optical coherence tomography (OCT) is a non-invasive imaging modality widely used in ophthalmology for visualizing retinal structures. In this thesis, deep learning (DL) technology has been deployed to enhance OCT scan quality and depth. While existing OCT-DL applications focus on superficial retina...