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- API1
- application programming interface1
- coronavirus disease 20191
- COVID-191
- Diabetic retinopathy1
- diabetic retinopathy1
- Dice similarity coefficient1
- DR1
- Federated learning1
- institutional review board1
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- non-referable diabetic retinopathy1
- NRDR1
- OCT1
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- OHSU1
- Oregon Health and Science University1
- RDR1
- referable diabetic retinopathy1
- SFU1
- Simon Fraser University1
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- The VSI: Artificial Intelligence and Big Data CollectionOpen Access
Federated Learning for Microvasculature Segmentation and Diabetic Retinopathy Classification of OCT Data
Ophthalmology ScienceVol. 1Issue 4100069Published online: October 7, 2021- Julian Lo
- Timothy T. Yu
- Da Ma
- Pengxiao Zang
- Julia P. Owen
- Qinqin Zhang
- and others
Cited in Scopus: 0To evaluate the performance of a federated learning framework for deep neural network-based retinal microvasculature segmentation and referable diabetic retinopathy (RDR) classification using OCT and OCT angiography (OCTA).