Deep-Reticular Pseudodrusen-Net: A 3-Dimensional Deep Network for Detection of Reticular Pseudodrusen on OCT Scans

Objective: To propose Deep-RPD-Net, a 3-dimensional deep learning network with semisupervised learning (SSL) for the detection of reticular pseudodrusen (RPD) on spectral-domain OCT scans, explain its decision-making, and compare it with baseline methods. Design: Deep learning model development. Par...

Descripció completa

Dades bibliogràfiques

Autors principals:	Amr Elsawy, PhD, Tiarnan D.L. Keenan, PhD, MD, Alisa T. Thavikulwat, MD, Amy Lu, MD, Sunil Bellur, MD, Souvick Mukherjee, PhD, Elvira Agron, MS, Qingyu Chen, PhD, Emily Y. Chew, MD, Zhiyong Lu, PhD
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2025-03-01
Col·lecció:	Ophthalmology Science
Matèries:	Reticular pseudodrusen OCT Deep learning Detection Age-related macular degeneration
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S266691452400191X
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!