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ARVO Imaging in the Eye Conference Abstract July 2020

Longitudinal assessments of retinal degeneration after excitotoxic injury using an end-to-end pipeline with deep learning-based automatic layer segmentation

Da Ma; Wenyu Deng; Xinlei Wang; Sieun Lee; Joanne Matsubara; Marinko Sarunic; Mirza Faisal Beg; Kevin C Chan

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB0053.

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

Aerosol Delivery of Thioflavin S Reveals Ab in the Retina of the 5XFAD Model of Alzheimer’s Disease

Sieun Lee; Shawn Barton; Eleanor To; Shaila Gunn; Ahmad Sidiqi; Jing Z Cui; Hua Ren; Mirza Faisal Beg; Wellington Pham; Joanne A Matsubara

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):185.

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.

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 Annual Meeting Abstract July 2019

Retinal amyloid beta load in Alzheimer’s disease

Kailun Jiang; Sieun Lee; Brandon Mcilmoyle; Veronica Hirsch-Reinshagen; Ian Mackenzie; Robin Hsiung; Cathy Tang; Brennan Eadie; Marinko V Sarunic; Mirza Faisal Beg; Jing Z Cui; Joanne A Matsubara

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):6005.

ARVO Annual Meeting Abstract July 2019

Ocular biomarkers of Alzheimer’s disease (AD): Distribution of amyloid-beta in human AD and non-AD retina

Qinyuan (Alis) Xu; Sieun Lee; Veronica Hirsch-Reinshagen; Ian Mackenzie; Robin Hsiung; Geoffrey Charm; Elliott To; Kailun Jiang; Marinko V Sarunic; Mirza Faisal Beg; Jing Z Cui; Eleanor To; Joanne A Matsubara

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):6006.

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

Multimodal longitudinal in vivo retinal and cerebral imaging-based framework for neurodegenerative diseases using mouse model of Alzheimer's Disease

Da Ma; Sieun Lee; Daniel J Wahl; Ahmad Sidiqi; Andrew Yung; Joanne A Matsubara; Piotr Kozlowski; Mirza Faisal Beg; Marinko V Sarunic

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):190.

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

A longitudinal study of in vivo fluorescence imaging of curcumin-labeled amyloid beta deposits in the retina of an Alzheimer mouse model

Ahmad Sidiqi; Daniel J Wahl; Sieun Lee; Da Ma; Elliott To; Sijia Cao; Eleanor To; Jing Z Cui; Mirza Faisal Beg; Marinko V Sarunic; Joanne A Matsubara

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):194.

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.

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

Quantification of amyloid beta in the eye: Novel biomarkers for Alzheimer’s disease

Sijia Cao; Jing Z Cui; Jiangyuan Gao; Aikun Wang; Sieun Lee; Mirza Faisal Beg; Marinko V Sarunic; Joanne A Matsubara

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):5124.

ARVO Annual Meeting Abstract June 2017

Drusen in the Peripheral Retina of the Alzheimer’s Eye

Kresimir Ukalovic; Sijia Cao; Sieun Lee; Qiaoyue Tang; Mirza Faisal Beg; Marinko V Sarunic; Robin Hsiung; Ian R Mackenzie; Veronica Hirsch-Reinshagen; Jing Z Cui; Joanne A Matsubara

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):5126.

ARVO Annual Meeting Abstract June 2017

Retinal amyloid beta load is associated with cerebral amyloid angiopathy.

Brandon James McIlmoyle; Sieun Lee; Veronica Hirsch-Reinshagen; Ian R Mackenzie; Robin Hsiung; Sijia Cao; Qiaoyue Tang; Brennan Eadie; Kailun Jiang; Marinko V Sarunic; Mirza Faisal Beg; Jing Z Cui; Joanne A Matsubara

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):5127.

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

ARVO Annual Meeting Abstract September 2016

Amyloid beta (Aβ) immunoreactivity in the retina of Alzheimer’s disease (AD) and non-AD dementias: A pilot study

Joanne A Matsubara; Veronica Hirsch-Reinshagen; Ian R. Mackenzie; Robin Ging-Yuek Hsiung; Brennan Eadie; Sieun Lee; Kailun Jiang; Marinko Venci Sarunic; Mirza Faisal Beg; Jing Z Cui

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):614.

ARVO Annual Meeting Abstract September 2016

Automated Quantitative Analysis of the Fovea using OCT Angiography

Morgan Heisler; Pavle Prentasic; Sieun Lee; Zaid Mammo; Ahmad Ibrahim; Andrew Merkur; Eduardo Navajas; Mirza Faisal Beg; Sven Loncaric; Marinko Venci Sarunic

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):459.

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Longitudinal assessments of retinal degeneration after excitotoxic injury using an end-to-end pipeline with deep learning-based automatic layer segmentation

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

Aerosol Delivery of Thioflavin S Reveals Ab in the Retina of the 5XFAD Model of Alzheimer’s Disease

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

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

Multi-acquisition averaging optical coherence tomography angiography for diabetic retinopathy

Retinal amyloid beta load in Alzheimer’s disease

Ocular biomarkers of Alzheimer’s disease (AD): Distribution of amyloid-beta in human AD and non-AD retina

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

Multimodal longitudinal in vivo retinal and cerebral imaging-based framework for neurodegenerative diseases using mouse model of Alzheimer's Disease

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

A longitudinal study of in vivo fluorescence imaging of curcumin-labeled amyloid beta deposits in the retina of an Alzheimer mouse model

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

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

Quantification of amyloid beta in the eye: Novel biomarkers for Alzheimer’s disease

Drusen in the Peripheral Retina of the Alzheimer’s Eye

Retinal amyloid beta load is associated with cerebral amyloid angiopathy.

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

Amyloid beta (Aβ) immunoreactivity in the retina of Alzheimer’s disease (AD) and non-AD dementias: A pilot study

Automated Quantitative Analysis of the Fovea using OCT Angiography

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