Novel deep learning approaches in optical coherence tomography imaging

• 主要作者: Bellemo, Valentina
• 其他作者: Leopold Schmetterer
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Engineering; Optical coherence tomography; Deep learning
• 在線閱讀: https://hdl.handle.net/10356/175824

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...