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Special Issue October 2020

Automated Segmentation of Retinal Fluid Volumes From Structural and Angiographic Optical Coherence Tomography Using Deep Learning

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Yukun Guo; Tristan T. Hormel; Honglian Xiong; Jie Wang; Thomas S. Hwang; Yali Jia
TAGS: angiogram, deep learning, optical coherence tomography, artifacts, convolutional neural networks
Trans. Vis. Sci. Tech.. 2020; 9(2):54. doi: https://doi.org/10.1167/tvst.9.2.54

Includes: Supplemental Content

ARVO Imaging in the Eye Conference Abstract July 2020

An end-to-end network for segmenting the vasculature of three retinal capillary plexuses from OCT angiographic volume

Yukun Guo; Tristan T Hormel; Shaohua Pi; Xiang Wei; Min Gao; John Morrison; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB00119. doi:

ARVO Imaging in the Eye Conference Abstract July 2020

Self-tracking high-resolution wide-field OCT angiography

Xiang Wei; Tristan T Hormel; Yukun Guo; Thomas Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PP0022. doi:

ARVO Imaging in the Eye Conference Abstract July 2020

In vivo retinal neuronal cells visualization with visible light OCT

Shaohua Pi; Tristan T Hormel; Xiang Wei; William Cepurna; John Morrison; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PP003. doi:

ARVO Annual Meeting Abstract June 2020

Automated nonperfusion area segmentation on wide-field optical coherence tomography angiography using deep learning

Yukun Guo; Tristan Hormel; Liqin Gao; Bingjie Wang; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1618. doi:

ARVO Annual Meeting Abstract June 2020

DcardNet : Multi-Depth Diabetic Retinopathy Classification based on Structural and Angiographic Optical Coherence Tomography

Pengxiao Zang; Liqin Gao; Tristan Hormel; Jie Wang; Qisheng You; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1147. doi:

ARVO Annual Meeting Abstract June 2020

Blood Oxygen Saturation in Retinal Microcirculation

Shaohua Pi; Tristan Hormel; Xiang Wei; William O. Cepurna; Bingjie Wang; John C Morrison; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2536. doi:

ARVO Annual Meeting Abstract June 2020

High-resolution 75-degree wide-field OCTA on diabetic retinopathy

Xiang Wei; Tristan Hormel; Yukun Guo; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):901. doi:

ARVO Annual Meeting Abstract June 2020

Fully automated choroidal neovascularization diagnosis and segmentation using deep learning in projection-resolved OCT angiography

JIE WANG; Tristan Hormel; Liqin Gao; Pengxiao Zang; Yukun Guo; Xiaogang Wang; Steven T Bailey; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1656. doi:

ARVO Imaging in the Eye Conference Abstract August 2019

Single-volume wide-field optical coherence tomographic angiography enabled by 400-kHz swept source laser and bidirectional scanning protocol

Xiang Wei; Tristan Hormel; Yukun Guo; Shaohua Pi; Yifan Jian; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):002. doi:

ARVO Imaging in the Eye Conference Abstract August 2019

Automated volumetric segmentation of retinal fluid on optical coherence tomography using deep learning

Yukun Guo; Honglian Xiong; Tristan Hormel; Jie Wang; Thomas Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):026. doi:

ARVO Imaging in the Eye Conference Abstract August 2019

Robust Nonperfusion Area Detection in Three Retinal Plexuses using Convolutional Neural Network in OCT Angiography

JIE WANG; Tristan Hormel; Qisheng You; Yukun Guo; Xiaogang Wang; Liu Chen; David Huang; Thomas Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):PB086. doi:

ARVO Imaging in the Eye Conference Abstract August 2019

Automated Detection of Retinal Fluid Using a Convolutional Neural Network

Tristan Hormel; JIE WANG; Qisheng You; David Huang; Thomas Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):PB087. doi:

ARVO Annual Meeting Abstract July 2019

Automated Segmentation of Peripapillary Retinal Boundaries in OCT Combining Convolutional Neural Network and Graph Search

Pengxiao Zang; Jie Wang; Tristan Hormel; Liang Liu; David Huang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1503. doi:

ARVO Annual Meeting Abstract July 2019

Development and validation of a deep learning algorithm for distinguishing capillary dropout from signal reduction artifacts on OCT angiography

Yukun Guo; Tristan Hormel; Acner Camino; Jie Wang; David Huang; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2208. doi:

ARVO Annual Meeting Abstract July 2019

Monitoring Retinal Responses to Acute Intraocular Pressure Elevation in Rats with Visible Light Optical Coherence Tomography

Shaohua Pi; Tristan Hormel; Xiang Wei; William Cepurna; Acner Camino; Yukun Guo; David Huang; John C Morrison; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):187. doi:

ARVO Annual Meeting Abstract June 2017

In Vitro Characterization of Mucin Growth Dynamics by Confocal Fluorescence Microscopy

Angela A Pitenis; Tristan T Hormel; Tapamoy Bhatacharjee; Juan Manuel Urueña; W Gregory Sawyer; Thomas E Angelini

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):3096. doi:

ARVO Annual Meeting Abstract June 2017

In Vitro Hydrogel Friction Experiments on Corneal Cells

Juan Manuel Urueña; Angela A Pitenis; Tristan Hormel; Tapamoy Bhattacharjee; Samantha L Marshall; Samuel M Hart; Kyle D Schulze; Thomas E Angelini; W Gregory Sawyer

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):3095. doi:

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