Retinal Layer and Fluid Segmentation with Transformer Based Architecture

• Main Authors: Wang, Y.K., Kai Wen, K., Lu, C.-K., Lin, C.-H.
• Format: Conference or Workshop Item
• Published: 2023
• Online Access: http://scholars.utp.edu.my/id/eprint/38035/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174903554&doi=10.1109%2fICCE-Taiwan58799.2023.10226946&partnerID=40&md5=d29ca45159bc5c695c523d0eaf6b05b0
• Institution: Universiti Teknologi Petronas

Retinal layer and fluid segmentation is a critical task in assisting doctors to diagnose retinal diseases. Manual segmentation by experts provides the highest accuracy, but it is time-consuming and inconsistent if segmented by different experts. Deep learning algorithms(e.g. Convolutional Neural Net...