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Special Issue July 2020

Microvasculature Segmentation and Intercapillary Area Quantification of the Deep Vascular Complex Using Transfer Learning

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Julian Lo; Morgan Heisler; Vinicius Vanzan; Sonja Karst; Ivana Zadro Matovinović; Sven Lončarić; Eduardo V. Navajas; Mirza Faisal Beg; Marinko V. Šarunić
TAGS: datasets, learning, microvascular network, training, transfer technique, blood capillaries, artifacts
Trans. Vis. Sci. Tech.. 2020; 9(2):38. https://doi.org/10.1167/tvst.9.2.38

ARVO Annual Meeting Abstract June 2020

Differential diagnosis between polypoidal choroidal vasculopathy (PCV) and Age-related macular degeneration (AMD) using Deep Neural Network

Da Ma; Meenakshi Kumar; Vikas Khetan; Parveen Sen; Muna Bhende; Morgan Heisler; Sieun Lee; Marinko V Sarunic; Rajiv Raman; Mirza Faisal Beg

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2024.

Retina May 2020

Evaluating Signs of Microangiopathy Secondary to Diabetes in Different Areas of the Retina with Swept Source OCTA

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Sonja G. Karst; Morgan Heisler; Julian Lo; Nathan Schuck; Abdollah Safari; Marinko V. Sarunic; David A. L. Maberley; Eduardo V. Navajas
TAGS: diabetes mellitus, diabetes mellitus, type 2, perfusion, retina, blood capillaries, nose
Invest. Ophthalmol. Vis. Sci.. 2020; 61(5):8 . https://doi.org/10.1167/iovs.61.5.8

Includes: Supplemental Content

Special Issue April 2020

Ensemble Deep Learning for Diabetic Retinopathy Detection Using Optical Coherence Tomography Angiography

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Morgan Heisler; Sonja Karst; Julian Lo; Zaid Mammo; Timothy Yu; Simon Warner; David Maberley; Mirza Faisal Beg; Eduardo V. Navajas; Marinko V. Sarunic
TAGS: angiogram, deep learning, diabetic retinopathy, optical coherence tomography, cell adhesion molecules
Trans. Vis. Sci. Tech.. 2020; 9(2):20. https://doi.org/10.1167/tvst.9.2.20

ARVO Imaging in the Eye Conference Abstract August 2019

Multi-acquisition averaging optical coherence tomography angiography for diabetic retinopathy

Arman Athwal; Morgan Heisler; Myeong Jin Ju; Sonja Karst; Mirza Faisal Beg; Eduardo V. Navajas; Marinko V. Sarunic

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):PB064.

ARVO Imaging in the Eye Conference Abstract August 2019

Deep Neural Network Segmentation of Optical Coherence Tomography Angiography for Diabetic Retinopathy

Julian Lo; Morgan Heisler; Donghuan Lu; Sonja Karst; Vinicius Vanzan; Eduardo V. Navajas; Marinko V. Sarunic

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):PB0113.

ARVO Annual Meeting Abstract July 2019

Longitudinal Analysis of the Bruch’s Membrane Opening Morphometrics in Glaucoma

Mahadev Bhalla; Morgan Heisler; Sherry X. Han; Marinko V Sarunic; Mirza Faisal Beg; Paul Mackenzie; Sieun Lee

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5519.

ARVO Annual Meeting Abstract July 2019

Machine Learning Based End-to-End Pipeline for Optical Coherence Tomography Angiography of Diabetic Retinopathy

Morgan Heisler; Donghuan Lu; Julian Lo; Sonja Karst; Nathan Schuck; MyeongJin Ju; Ivana Zadro; Sven Loncaric; Simon Warner; David Maberley; Mirza Faisal Beg; Eduardo Vitor Navajas; Marinko V Sarunic

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2204.

ARVO Annual Meeting Abstract July 2019

Correlation between middle retinal layers structural changes and deep capillary plexus dropout in diabetic retinopathy

Vinicius Vanzan; Sonja Karst; Morgan Heisler; Natalia Page; Timothy Yu; Julian Lo; Marinko V Sarunic; Eduardo Vitor Navajas

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5348.

ARVO Annual Meeting Abstract July 2019

Real-time retinal layer segmentation for high-resolution OCT angiography

Worawee Janpongsri; Morgan Heisler; Myeong Jin Ju; Marinko V Sarunic; Yifan Jian

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):156.

ARVO Annual Meeting Abstract July 2019

Analysis of retinal nerve fiber layer and radial peripapillary capillaries after internal membrane peeling for full thickness macular hole using optical coherence tomography (OCT) angiography and adaptive optics OCT.

Nathan Schuck; Morgan Heisler; Marinko V Sarunic; Eduardo Vitor Navajas

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5762.

ARVO Annual Meeting Abstract July 2019

Evaluating signs of microangiopathy secondary to diabetes in different areas of the retina with swept source OCTA

Sonja Karst; Morgan Heisler; Natalia Page; Timothy Yu; Julian Lo; Mahyar Etminan; Marinko V Sarunic; David Maberley; Eduardo Vitor Navajas

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5349.

ARVO Annual Meeting Abstract July 2018

Optical coherence tomography angiography of dissociated optic nerve fiber layer appearance after internal limiting membrane peeling for full thickness macular hole

Nathan Schuck; Morgan Heisler; Sherry Han; Marinko Sarunic; Eduardo Vitor Navajas

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):879.

ARVO Annual Meeting Abstract July 2018

Longitudinal monitoring of Photoreceptor-RPE-Choroid Neurovascular Unit (PRC-NVU) morphology and function in the mouse model of Doyne Honeycomb Retinal Dystrophy

Robert J Zawadzki; Ratheesh Kumar Meleppat; SUMAN MANNA; Gabriel Peinado; Sarah J Karlen; Morgan Heisler; Pengfei Zhang; Marinko Sarunic; Eric A Pierce; Edward N. Pugh

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):5822.

ARVO Annual Meeting Abstract July 2018

Deep Neural Network Based Quantification of Retinal Optical Coherence Tomography Images

Morgan Heisler; Myeong Jin Ju; Donghuan Lu; Arman Athwal; Gavin Docherty; Rosanna Martens; Zaid Mammo; Pavle Prentasic; Sieun Lee; Forson Chan; Mahadev Bhalla; Yifan Jian; Sven Loncaric; Mirza Beg; Eduardo Vitor Navajas; Marinko Sarunic

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):1221.

ARVO Annual Meeting Abstract July 2018

Clinical retinal imaging with Sensorless Adaptive Optics OCT and Angiography

Myeong Jin Ju; Morgan Heisler; Arman Athwal; Gavin Docherty; Rosanna Martens; Handan AKIL; Yifan Jian; Eduardo Vitor Navajas; Marinko Sarunic

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):1972.

ARVO Annual Meeting Abstract July 2018

Multi-acquisition averaging optical coherence tomography angiography for diabetic retinopathy

Handan AKIL; Arman Athwal; Morgan Heisler; Rosanna Martens; Mahadev Bhalla; Myeong Jin Ju; Zaid Mammo; Yifan Jian; Marinko Sarunic; Eduardo Vitor Navajas

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):2865.

ARVO Annual Meeting Abstract June 2017

Effects of myopia and glaucoma in anterior lamina cribrosa and prelaminar scleral canal structure

Sieun Lee; Morgan L Heisler; Winsey Chui; Marinko V Sarunic; Paul J Mackenzie; Mirza Faisal Beg

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):3166.

ARVO Annual Meeting Abstract June 2017

Machine Learning-assisted Automated Quantification of Foveal Avascular Zone Parameters and Perifoveal Capillary Density of Prototype and Commercial Optical Coherence Tomography Angiography (OCT-A) Platforms in Healthy and Diabetic Eyes

Forson Chan; Zaid Mammo; Morgan L Heisler; Chandra Bala; Pavle Prentasic; Gavin Docherty; Sanjeeva Rajapakse; Sven Loncaric; Andrew Merkur; Andrew Kirker; David Albiani; Mirza Faisal Beg; Marinko V Sarunic; Eduardo Navajas

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):827.

Articles February 2017

Quantifying Variability in Longitudinal Peripapillary RNFL and Choroidal Layer Thickness Using Surface Based Registration of OCT Images

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Sieun Lee; Morgan Heisler; Paul J. Mackenzie; Marinko V. Sarunic; Mirza Faisal Beg
TAGS: eye, retinal nerve fiber layer, tay-sachs disease
Trans. Vis. Sci. Tech.. 2017; 6(1):11. https://doi.org/10.1167/tvst.6.1.11

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Microvasculature Segmentation and Intercapillary Area Quantification of the Deep Vascular Complex Using Transfer Learning

Differential diagnosis between polypoidal choroidal vasculopathy (PCV) and Age-related macular degeneration (AMD) using Deep Neural Network

Evaluating Signs of Microangiopathy Secondary to Diabetes in Different Areas of the Retina with Swept Source OCTA

Ensemble Deep Learning for Diabetic Retinopathy Detection Using Optical Coherence Tomography Angiography

Multi-acquisition averaging optical coherence tomography angiography for diabetic retinopathy

Deep Neural Network Segmentation of Optical Coherence Tomography Angiography for Diabetic Retinopathy

Longitudinal Analysis of the Bruch’s Membrane Opening Morphometrics in Glaucoma

Machine Learning Based End-to-End Pipeline for Optical Coherence Tomography Angiography of Diabetic Retinopathy

Correlation between middle retinal layers structural changes and deep capillary plexus dropout in diabetic retinopathy

Real-time retinal layer segmentation for high-resolution OCT angiography

Analysis of retinal nerve fiber layer and radial peripapillary capillaries after internal membrane peeling for full thickness macular hole using optical coherence tomography (OCT) angiography and adaptive optics OCT.

Evaluating signs of microangiopathy secondary to diabetes in different areas of the retina with swept source OCTA

Optical coherence tomography angiography of dissociated optic nerve fiber layer appearance after internal limiting membrane peeling for full thickness macular hole

Longitudinal monitoring of Photoreceptor-RPE-Choroid Neurovascular Unit (PRC-NVU) morphology and function in the mouse model of Doyne Honeycomb Retinal Dystrophy

Deep Neural Network Based Quantification of Retinal Optical Coherence Tomography Images

Clinical retinal imaging with Sensorless Adaptive Optics OCT and Angiography

Multi-acquisition averaging optical coherence tomography angiography for diabetic retinopathy

Effects of myopia and glaucoma in anterior lamina cribrosa and prelaminar scleral canal structure

Machine Learning-assisted Automated Quantification of Foveal Avascular Zone Parameters and Perifoveal Capillary Density of Prototype and Commercial Optical Coherence Tomography Angiography (OCT-A) Platforms in Healthy and Diabetic Eyes

Quantifying Variability in Longitudinal Peripapillary RNFL and Choroidal Layer Thickness Using Surface Based Registration of OCT Images

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