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Artificial Intelligence July 2022

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

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Pengxiao Zang; Tristan T. Hormel; Xiaogang Wang; Kotaro Tsuboi; David Huang; Thomas S. Hwang; Yali Jia
TAGS: angiogram, deep learning, diabetic retinopathy, eye, fundus photography, maps, cell adhesion molecules
Trans. Vis. Sci. Tech.. 2022; 11(7):10. doi: https://doi.org/10.1167/tvst.11.7.10

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2022

Automated fluid volume detection is associated with 1-year treatment requirements in eyes with diabetic macular edema

Thomas S Hwang; kotaro tsuboi; Yukun Guo; JIE WANG; Christina J Flaxel; Steven T Bailey; David Huang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2524 – F0250. doi:

ARVO Annual Meeting Abstract June 2022

Automated macular fluid volume as a treatment indicator for diabetic macular edema

kotaro tsuboi; Qisheng You; Yukun Guo; JIE WANG; Christina J Flaxel; Steven T Bailey; David Huang; Yali Jia; Thomas S Hwang

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3853. doi:

ARVO Annual Meeting Abstract June 2022

Handheld ultra-widefield optical coherence tomography

Shuibin Ni; Thanh-Tin P. Nguyen; Ringo Ng; Shanjida Khan; Susan Ostmo; Yali Jia; Michael F Chiang; David Huang; J. Peter Campbell; Yifan Jian

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):4450 – F0129. doi:

ARVO Annual Meeting Abstract June 2022

Ultra-widefield optical coherence tomography in retinopathy of prematurity

Susan R Ostmo; Thanh-Tin P. Nguyen; Shuibin Ni; Shanjida Khan; Xiang Wei; Michael F Chiang; Yali Jia; David Huang; Yifan Jian; J. Peter Campbell

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3128. doi:

ARVO Annual Meeting Abstract June 2022

A Deep Learning-based Method for Retinal Layer and Drusen Segmentation on Optical Coherence Tomography

Yukun Guo; Tristan Hormel; Min Gao; Thomas S Hwang; Steven T Bailey; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3001 – F0271. doi:

ARVO Annual Meeting Abstract June 2022

Artificial Intelligence-assisted Projection-resolved Optical Coherence Tomographic Angiography (aiPR-OCTA)

JIE WANG; Tristan Hormel; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2910 – F0063. doi:

ARVO Annual Meeting Abstract June 2022

Quantification of fibrovascular ridge thickness in retinopathy of prematurity using swept-source optical coherence tomography

Thanh-Tin P Nguyen; Shuibin Ni; Shanjida Khan; Xiang Wei; Susan R Ostmo; Michael F Chiang; Yali Jia; David Huang; Yifan Jian; J. Peter Campbell

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):802 – F0361. doi:

ARVO Annual Meeting Abstract June 2022

Identification and characterization of microaneurysm in OCT and OCT angiography

Min Gao; Tristan Hormel; Yukun Guo; Steven T. Bailey; Christina J Flaxel; David Huang; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2899 – F0052. doi:

ARVO Annual Meeting Abstract June 2022

Generative-adversarial-learning-based biomarker activation map for improving the interpretability of deep-learning-aided diabetic retinopathy screening

Pengxiao Zang; Tristan Hormel; Jie Wang; Steven T. Bailey; Christina J Flaxel; David Huang; Thomas S Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):211 – F0058. doi:

ARVO Annual Meeting Abstract June 2022

A Comparison of OCT Angiography Non-Perfusion Area Measurements Made With a Rules-Based Approach and Artificial Intelligence

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

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1158. doi:

Retina December 2021

Geographic Atrophy Progression Is Associated With Choriocapillaris Flow Deficits Measured With Optical Coherence Tomographic Angiography

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Qi Sheng You; Acner Camino; Jie Wang; Yukun Guo; Christina J. Flaxel; Thomas S. Hwang; David Huang; Yali Jia; Steven T. Bailey
TAGS: angiogram, atrophy, chief complaint, fluid flow, optical coherence tomography, hypertrophy, perfusion
Invest. Ophthalmol. Vis. Sci.. 2021; 62(15):28. doi: https://doi.org/10.1167/iovs.62.15.28

Articles November 2021

An Open-Source Deep Learning Network for Reconstruction of High-Resolution OCT Angiograms of Retinal Intermediate and Deep Capillary Plexuses

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Min Gao; Tristan T. Hormel; Jie Wang; Yukun Guo; Steven T. Bailey; Thomas S. Hwang; Yali Jia
TAGS: angiogram, blood capillaries, reconstructive surgical procedures, deep learning, noise
Trans. Vis. Sci. Tech.. 2021; 10(13):13. doi: https://doi.org/10.1167/tvst.10.13.13

ARVO Imaging in the Eye Conference Abstract August 2021

Polyp Detection from Structural and Angiographic OCT Using Deep Learning

Tristan Hormel; Nida Wongchaisuwat; Nopasak Phasukkijwatana; Xiaoyan Ding; Steven T. Bailey; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2021; 62(11):82. doi:

ARVO Imaging in the Eye Conference Abstract August 2021

Classification of arteries and veins in montaged wild-field OCT angiograms using convolutional neural network

Min Gao; Yukun Guo; Tristan Hormel; George Pacheco; David Poole; Steven T. Bailey; Christina J. Flaxel; Thomas S. Hwang; Yali Jia

Invest. Ophthalmol. Vis. Sci.. 2021; 62(11):81. doi:

ARVO Annual Meeting Abstract June 2021

Compensation of OCTA flow index dependence on OCT signal strength

Acner Camino; Yali Jia; Yukun Guo; David Huang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1774. doi:

ARVO Annual Meeting Abstract June 2021

Associations of OCTA-based retinal microvascular markers with cognitive decline in an older adult biracial community sample: what can we learn from retinal imaging?

Alison Abraham; Xinxing Guo; Lubaina Tayeb Arsiwala; Yanan Dong; Richey A Sharrett; David Huang; Qisheng You; Liang Liu; Brandon J Lujan; Alexander Tomlinson; Thomas Mosley; Josef Coresh; Yali Jia; Aleksandra Mihailovic; Pradeep Y Ramulu

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2831. doi:

ARVO Annual Meeting Abstract June 2021

Projection-Resolved Optical Coherence Tomographic Angiography of the Macular Ganglion Cell Layer Plexus

Karine D Bojikian; Jie Wang; Ping Wei; Liang Liu; Yali Jia; David Huang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2568. doi:

ARVO Annual Meeting Abstract June 2021

Three-dimensional quantification of intraretinal cystoid space in patients with macular hole

kotaro tsuboi; Yukun Guo; JIE WANG; Motohiro Kamei; David Huang; Yali Jia; Thomas S Hwang; Steven T Bailey

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1890. doi:

ARVO Annual Meeting Abstract June 2021

Quantitative evaluation of type 1 and type 2 choroidal neovascularization components under treatment with projection-resolved optical coherence tomography angiography

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

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):644. doi:

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

Automated fluid volume detection is associated with 1-year treatment requirements in eyes with diabetic macular edema

Automated macular fluid volume as a treatment indicator for diabetic macular edema

Handheld ultra-widefield optical coherence tomography

Ultra-widefield optical coherence tomography in retinopathy of prematurity

A Deep Learning-based Method for Retinal Layer and Drusen Segmentation on Optical Coherence Tomography

Artificial Intelligence-assisted Projection-resolved Optical Coherence Tomographic Angiography (aiPR-OCTA)

Quantification of fibrovascular ridge thickness in retinopathy of prematurity using swept-source optical coherence tomography

Identification and characterization of microaneurysm in OCT and OCT angiography

Generative-adversarial-learning-based biomarker activation map for improving the interpretability of deep-learning-aided diabetic retinopathy screening

A Comparison of OCT Angiography Non-Perfusion Area Measurements Made With a Rules-Based Approach and Artificial Intelligence

Geographic Atrophy Progression Is Associated With Choriocapillaris Flow Deficits Measured With Optical Coherence Tomographic Angiography

An Open-Source Deep Learning Network for Reconstruction of High-Resolution OCT Angiograms of Retinal Intermediate and Deep Capillary Plexuses

Polyp Detection from Structural and Angiographic OCT Using Deep Learning

Classification of arteries and veins in montaged wild-field OCT angiograms using convolutional neural network

Compensation of OCTA flow index dependence on OCT signal strength

Associations of OCTA-based retinal microvascular markers with cognitive decline in an older adult biracial community sample: what can we learn from retinal imaging?

Projection-Resolved Optical Coherence Tomographic Angiography of the Macular Ganglion Cell Layer Plexus

Three-dimensional quantification of intraretinal cystoid space in patients with macular hole

Quantitative evaluation of type 1 and type 2 choroidal neovascularization components under treatment with projection-resolved optical coherence tomography angiography

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