Wide-field OCT volumetric segmentation using semi-supervised CNN and transformer integration

Wide-field OCT volumetric segmentation using semi-supervised CNN and transformer integration

Abstract Wide-field optical coherence tomography (OCT) imaging can enable monitoring of peripheral changes in the retina, beyond the conventional fields of view used in current clinical OCT imaging systems. However, wide-field scans can present significant challenges for retinal layer segmentation....

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Bibliographic Details
Main Authors: Syna Sreng, Padmini Ramesh, Pham Duc Nam Phuong, Nur Fidyana Binte Abdul Gani, Jacqueline Chua, Monisha Esther Nongpiur, Tin Aung, Rahat Husain, Leopold Schmetterer, Damon Wong
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
OCT layers
Semi-supervised learning
CNN
Transformer
Cross-teaching
Online Access:https://doi.org/10.1038/s41598-025-89476-1

Internet

https://doi.org/10.1038/s41598-025-89476-1

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