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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...

Deskribapen osoa

Gorde:
Egile Nagusiak: 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
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Elsevier 2025-03-01
Saila:Ophthalmology Science
Gaiak:
Reticular pseudodrusen
OCT
Deep learning
Detection
Age-related macular degeneration
Sarrera elektronikoa:http://www.sciencedirect.com/science/article/pii/S266691452400191X
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