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Translational Vision Science and Technology Volume 2020 Issue 2006

Subject Areas: Biomedical Engineering
ISSN: 2164-2591
SJR: 27

2020
Issue 2006 (Jun)

Open Access

Journal Article

Automated segmentation of retinal fluid volumes from structural and angiographic optical coherence tomography using deep learning

Guo, Yukun; Hormel, Tristan T.; Xiong, Honglian; Wang, Jie; Hwang, Thomas S.; Jia, Yali

2020 Electrical Engineering and Systems Science

doi:10.1167/tvst.9.2.54 pmid:33110708

Abstract: Purpose: We proposed a deep convolutional neural network (CNN), named Retinal Fluid Segmentation Network (ReF-Net) to segment volumetric retinal fluid on optical coherence tomography (OCT) volume. Methods: 3 x 3-mm OCT scans were acquired on one eye by a 70-kHz OCT commercial AngioVue...

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