A Diabetic Retinopathy Classification Framework Based on Deep-Learning Analysis of OCT Angiography-Reference-Cited by-同舟云学术

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A Diabetic Retinopathy Classification Framework Based on Deep-Learning Analysis of OCT Angiography

Published:2022-07-13 Issue:7 Volume:11 Page:10
ISSN:2164-2591
Container-title:Translational Vision Science & Technology
language:en
Short-container-title:Trans. Vis. Sci. Tech.

Author:

Zang Pengxiao¹²,Hormel Tristan T.¹,Wang Xiaogang³,Tsuboi Kotaro¹⁴,Huang David¹,Hwang Thomas S.¹,Jia Yali¹²

Affiliation:

1. Casey Eye Institute, Oregon Health & Science University, Portland, OR, USA

2. Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA

3. Shanxi Eye Hospital, Taiyuan, Shanxi, China

4. Department of Ophthalmology, Aichi Medical University, Nagakute, Japan

Publisher

Association for Research in Vision and Ophthalmology (ARVO)

Subject

Ophthalmology,Biomedical Engineering

Reference54 articles.

1. Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales;Wilkinson;Ophthalmology,2003

2. Guidelines on diabetic eye care: the international council of ophthalmology recommendations for screening, follow-up, referral, and treatment based on resource settings;Wong;Ophthalmology,2018

3. Diabetic retinopathy preferred practice pattern;Flaxel;Ophthalmology,2020

4. Diabetic retinopathy;Antonetti;N Engl J Med.,2012

5. Automated identification of diabetic retinopathy using deep learning;Gargeya;Ophthalmology,2017

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1. Anomaly Detection in Optical Coherence Tomography Angiography (OCTA) with a Vector-Quantized Variational Auto-Encoder (VQ-VAE);Bioengineering;2024-07-05

2. Optical coherence tomography angiography in diabetic retinopathy: A major review;Survey of Ophthalmology;2024-07

3. Advances in Structural and Functional Retinal Imaging and Biomarkers for Early Detection of Diabetic Retinopathy;Biomedicines;2024-06-25

4. Identification of diabetic retinopathy classification using machine learning algorithms on clinical data and optical coherence tomography angiography;Eye;2024-06-13

5. Diabetic retinopathy detection using supervised and unsupervised deep learning: a review study;Artificial Intelligence Review;2024-05-02

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