Multi-task learning approach for volumetric segmentation and reconstruction in 3D OCT images

• Main Authors: Cahyo, Dheo A. Y., Yow, Ai Ping, Saw, Seang-Mei, Ang, Marcus, Girard, Michael, Schmetterer, Leopold, Wong, Damon Wing Kee
• Other Authors: School of Chemical and Biomedical Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Chemical engineering; Engineering::Electrical and electronic engineering::Optics, optoelectronics, photonics; Image Reconstruction; Optical Tomography
• Online Access: https://hdl.handle.net/10356/156185
• Institution: Nanyang Technological University

The choroid is the vascular layer of the eye that supplies photoreceptors with oxygen. Changes in the choroid are associated with many pathologies including myopia where the choroid progressively thins due to axial elongation. To quantize these changes, there is a need to automatically and accuratel...