Novel deep learning approaches in optical coherence tomography imaging

• المؤلف الرئيسي: Bellemo, Valentina
• مؤلفون آخرون: Leopold Schmetterer
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Optical coherence tomography; Deep learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175824
• المؤسسة: 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...