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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

Association of dilated capillary area and anti-vascular endothelial growth factor treatment requirement for macular edema in branch retinal vein occlusion

kotaro tsuboi; Yukun Guo; Jie Wang; motohiro kamei; Thomas Hwang; David Huang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB003. doi:

ARVO Imaging in the Eye Conference Abstract July 2020

Measuring Glaucomatous Focal Perfusion Loss in the Macula Using Optical Coherence Tomographic Angiography

Ping Wei; Aiyin Chen; Jie Wang; Liang Liu; Ou Tan; Acner Camino; qisheng You; Yukun Guo; David Huang

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PP002. doi:

ARVO Imaging in the Eye Conference Abstract July 2020

Automated central macular fluid volume quantification provides a higher diagnostic accuracy than central macular thickness measurement for diabetic macular edema

Qisheng You; kotaro tsuboi; Yukun Guo; Jie Wang; Christina J. Flaxel; Steven T. Bailey; David Huang; Yali Jia; Thomas Hwang

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PP0021. 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 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

Normative data of inter-capillary distance and vessel density in temporal retina assessed by OCT angiography

Qisheng You; Yukun Guo; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):5250. 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

Plexus-specific detection of retinal capillary nonperfusion in neovascular age-related macular degeneration with projection-resolved OCT angiography.

Liqin Gao; Jie Wang; Qisheng You; Yukun Guo; Thomas S Hwang; Brandon J Lujan; David Huang; Yali Jia; Steven T Bailey

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1808. 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 Annual Meeting Abstract June 2020

Reconstruction of high-resolution 6×6-mm OCT angiogram using deep learning

Min Gao; Yukun Guo; Acner Camino; Jiande Sun; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2019. doi:

ARVO Annual Meeting Abstract June 2020

Optical Coherence Tomographic Angiography of the Temporal Retina in Glaucoma

Ping Wei; Elizabeth Cretara; Liang Liu; Ou Tan; Qisheng You; Yukun Guo; Jie Wang; Aiyin Chen; David Huang

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4116. doi:

ARVO Annual Meeting Abstract June 2020

Diagnostic Accuracy of Avascular Areas in 6x6-mm versus in 3x3-mm Field of View OCT Angiography for Diabetic Retinopathy

Thomas S Hwang; Qisheng You; Yukun Guo; JIE WANG; Christina J Flaxel; David Huang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4843. 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 Annual Meeting Abstract July 2019

Choriocapillaris perfusion measurement in dry age-related macular degeneration with optical coherence tomographic angiography after correcting multiple types of artifacts

Acner Camino; Qisheng You; Jie Wang; Yukun Guo; David Huang; Steven T Bailey; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3003. doi:

ARVO Annual Meeting Abstract July 2019

Detection of Clinically Unsuspected Retinal Neovascularization with Wide-Field Optical Coherence Tomography Angiography

Qisheng You; Yukun Guo; Jie Wang; Xiang Wei; Acner Camino; Pengxiao Zang; Christina J Flaxel; Steven T Bailey; David Huang; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3278. doi:

ARVO Annual Meeting Abstract July 2019

Optical coherence tomography angiography-quantified avascular area is associated with diabetic retinopathy severity and predicts one-year treatment requirement and disease progression.

Thomas S Hwang; Qisheng You; Jie Wang; Yukun Guo; Christina J Flaxel; Steven T Bailey; David Huang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4774. doi:

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

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

Association of dilated capillary area and anti-vascular endothelial growth factor treatment requirement for macular edema in branch retinal vein occlusion

Measuring Glaucomatous Focal Perfusion Loss in the Macula Using Optical Coherence Tomographic Angiography

Automated central macular fluid volume quantification provides a higher diagnostic accuracy than central macular thickness measurement for diabetic macular edema

Self-tracking high-resolution wide-field OCT angiography

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

Normative data of inter-capillary distance and vessel density in temporal retina assessed by OCT angiography

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

Plexus-specific detection of retinal capillary nonperfusion in neovascular age-related macular degeneration with projection-resolved OCT angiography.

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

Reconstruction of high-resolution 6×6-mm OCT angiogram using deep learning

Optical Coherence Tomographic Angiography of the Temporal Retina in Glaucoma

Diagnostic Accuracy of Avascular Areas in 6x6-mm versus in 3x3-mm Field of View OCT Angiography for Diabetic Retinopathy

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

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

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

Choriocapillaris perfusion measurement in dry age-related macular degeneration with optical coherence tomographic angiography after correcting multiple types of artifacts

Detection of Clinically Unsuspected Retinal Neovascularization with Wide-Field Optical Coherence Tomography Angiography

Optical coherence tomography angiography-quantified avascular area is associated with diabetic retinopathy severity and predicts one-year treatment requirement and disease progression.

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