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Detection of Nonexudative Macular Neovascularization on Structural OCT Images Using Vision Transformers

Purpose: A deep learning model was developed to detect nonexudative macular neovascularization (neMNV) using OCT B-scans. Design: Retrospective review of a prospective, observational study. Participants: Normal control eyes and patients with age-related macular degeneration (AMD) with and without ne...

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Автори: Yuka Kihara, MS, Mengxi Shen, MD, Yingying Shi, MD, Xiaoshuang Jiang, MD, PhD, Liang Wang, BS, Rita Laiginhas, MD, PhD, Cancan Lyu, MD, PhD, Jin Yang, MD, PhD, Jeremy Liu, BS, Rosalyn Morin, Randy Lu, BS, Hironobu Fujiyoshi, PhD, William J. Feuer, MS, Giovanni Gregori, PhD, Philip J. Rosenfeld, MD, PhD, Aaron Y. Lee, MD, MSCI
Формат: Artigo
Мова:Inglês
Опубліковано: Elsevier 2022-12-01
Серія:Ophthalmology Science
Предмети:
Age-related macular degeneration
Deep learning
Macular neovascularization
OCT
Онлайн доступ:http://www.sciencedirect.com/science/article/pii/S2666914522000860
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