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ARVO Annual Meeting Abstract June 2022

Exploration of Machine Learning-Enhanced Ellipsoid Zone Mapping and Radiomics-based Textural Features As Biomarkers for Risk of Geographic Atrophy Development in Dry AMD

Joseph Roy Abraham; Sudeshna Sil Kar; Hasan Cetin; Sunil K Srivastava; Anant Madabhushi; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3020 – F0290.

ARVO Annual Meeting Abstract June 2021

Correlation of Intraocular Cytokine Expression with Quantitative Ultra-widefield Fluorescein Angiographic Features in the IMAGINE Retinal Vein Occlusion Study

Alison Martin; Joseph Roy Abraham; Charles Clifton Wykoff; Leina Lunasco; Sruthi Arepalli; Sunil K. Srivastava; Christopher J. Mugnaini; Ming Hu; Jamie Reese; David M Brown; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2169.

ARVO Annual Meeting Abstract June 2021

Comparative Assessment of Long-Term Longitudinal Multi-Layer Retinal Dynamics in Non-neovascular Age-Related Macular Degeneration in Eyes Progressing to Subfoveal Geographic Atrophy and Eyes without Progression

Leina Lunasco; Joseph Roy Abraham; Kubra Sarici; Duriye Damla Sevgi; Annapurna Hanumanthu; Hasan Cetin; Ming Hu; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2548.

ARVO Annual Meeting Abstract June 2021

Computational Imaging Biomarker Correlation with Intraocular Cytokine Expression in Diabetic Macular Edema: Findings from the IMAGINE DME Study

Sudeshna Sil Kar; Joseph Roy Abraham; Charles Clifton Wykoff; Duriye Damla Sevgi; Leina Lunasco; David M Brown; Sunil K. Srivastava; Anant Madabhushi; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2513.

ARVO Annual Meeting Abstract June 2021

Utilizing Higher-Order Quantitative SD-OCT Biomarkers in a Machine Learning Prediction Model for the Development of Subfoveal Geographic Atrophy in Age-Related Macular Degeneration

Annapurna Hanumanthu; Kubra Sarici; Joseph Roy Abraham; Jon Whitney; Leina Lunasco; Duriye Damla Sevgi; Hasan Cetin; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):98.

Special Issue September 2020

Automated Quality Assessment and Image Selection of Ultra-Widefield Fluorescein Angiography Images through Deep Learning

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Henry H. Li; Joseph R. Abraham; Duriye Damla Sevgi; Sunil K. Srivastava; Jenna M. Hach; Jon Whitney; Amit Vasanji; Jamie L. Reese; Justis P. Ehlers
TAGS: deep learning, fluorescein angiography, healthcare quality assessment, image quality, training, machine learning
Trans. Vis. Sci. Tech.. 2020; 9(2):52. https://doi.org/10.1167/tvst.9.2.52

ARVO Annual Meeting Abstract June 2020

Longitudinal Changes in Aqueous Humor Cytokines in Diabetic Macular Edema Treated with Anti-Vascular Endothelial Growth Factor Therapy

Joseph R Abraham; Charles C. Wykoff; sruthi arepalli; David M Brown; Leina Lunasco; Ming Hu; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):276.

ARVO Annual Meeting Abstract June 2020

Association of Aqueous Cytokine Profile and Extracted OCT Features in Diabetic Macular Edema: Assessment of the Anatomic-Biologic Bridge

Nicole Cardwell; Joseph R Abraham; Charles C. Wykoff; Leina Lunasco; David M Brown; sruthi arepalli; Sunil K Srivastava; Thuy k. Le; Sarah Biehl; Carmen Calabrise; Stephanie Kaiser; Duriye Damla Sevgi; Rucha Tadwalkar; Ming Hu; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):40.

ARVO Annual Meeting Abstract June 2020

Comparative Assessment of a Machine Learning-Enhanced Layer Segmentation Platform to Conventional Image Processing Segmentation for Spectral Domain OCT in Retinal Diseases.

Chukwumamkpam Uzoegwu; Joseph R Abraham; Jenna M Hach; Sunil K Srivastava; Thuy Le; Leina Lunasco; Jon Whitney; Amit Vasanji; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):904.

ARVO Annual Meeting Abstract June 2020

Correlation of Intraocular Cytokine Expression with Higher Order OCT Features in Retinal Venous Occlusive Disease

John Gabriel; Joseph R Abraham; Charles Clifton Wykoff; David M Brown; Leina Lunasco; Shruthi Arepalli; Sunil K Srivastava; Margaret O'Connell; Thuy k. Le; Duriye Damla Sevgi; Sarah Biehl; Olivia Rentz; Marin Berlon; Ming Hu; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1330.

ARVO Annual Meeting Abstract June 2020

Long-term Assessment of Longitudinal Multi-Layer Retinal Dynamics in Non-neovascular Age-Related Macular Degeneration: Comparative Assessment of Eyes Progressing to Advanced Disease

Leina Lunasco; Joseph R Abraham; John Gabriel; Thuy k. Le; Carmen Calabrise; Nicole Cardwell; Margaret O'Connell; Annapurna Hanumanthu; Raymond Atwood; Marin Berlon; Olivia Rentz; Quinn Springer; Rucha Tadwalkar; Justice Williams; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1815.

ARVO Annual Meeting Abstract June 2020

Relationship of Retinal Vascular Leakage and Higher Order Optical Coherence Tomography Segmentation Analysis with Visual Acuity in Uveitis Patients

Cindy Chen; Sumit Sharma; Arthi Venkat; Kimberly Baynes; Joseph R Abraham; Emily Fisher; Jennifer Welsh; Kayvan Barekatain; Jordan D Deaner; Justis P Ehlers; Sunil K Srivastava

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2080.

ARVO Annual Meeting Abstract June 2020

Longitudinal Ellipsoid Zone Dynamics in Outer Retinal Integrity Following Epiretinal Membrane Surgery

Tisileli Tuifua; Joseph R Abraham; Sunil K Srivastava; Peter K Kaiser; Aleksandra Rachitskaya; Sumit Sharma; Thuy k. Le; Leina Lunasco; Carmen Calabrise; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2568.

ARVO Annual Meeting Abstract June 2020

Longitudinal Assessment of Intraocular Cytokine Expression in Retinal Venous Occlusive Disease Following Anti-VEGF Therapy

sruthi arepalli; Charles C. Wykoff; Joseph R Abraham; David M Brown; Leina Lunasco; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):3300.

ARVO Annual Meeting Abstract June 2020

Swept-Source Optical Coherence Tomography Angiography Parameters Correlate with Leakage and Ischemic Indices from Ultra-Widefield Fluorescein Angiography in Diabetic Retinopathy

Kayvan Barekatain; Sumit Sharma; Justis P Ehlers; Cindy Chen; Joseph R Abraham; Kimberly Baynes; Emily Fisher; Jennifer Welsh; Duriye Damla Sevgi; Aleksandra Rachitskaya; Peter K Kaiser; Sunil K Srivastava

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4100.

ARVO Annual Meeting Abstract June 2020

The Feasibility and Utility of Anterior Segment Optical Coherence Tomography Quantification of Anterior Chamber Inflammation as a Predictor of Corneal Graft Health

Naveen Karthik; Joseph R Abraham; William J. Dupps; Jeffrey M. Goshe; Craig See; Kimberly Baynes; Sunil K Srivastava

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4740.

ARVO Annual Meeting Abstract June 2020

Correlation of Ultra-widefield Fluorescein Angiographic Features with Intraocular Cytokine Expression in Diabetic Macular Edema: Exploring the Angiographic-Biologic Phenotype

Christopher J. Mugnaini; Joseph R Abraham; Charles C. Wykoff; Leina Lunasco; David M Brown; sruthi arepalli; Sunil K Srivastava; Alison Martin; Katie Gregory; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4867.

ARVO Annual Meeting Abstract June 2020

Automated Quality Assessment of Ultra-Widefield Fluorescein Angiography Images using Deep Learning

Henry Li; Joseph R Abraham; Jenna Hach; Sunil K Srivastava; Jon Whitney; Amit Vasanji; Jamie Reese; Justis Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1636.

ARVO Annual Meeting Abstract July 2018

Impact of Intraoperative OCT Parameters on Anatomic and Visual Outcomes in Primary Macula-Involving Retinal Detachments from the PIONEER Study

Joseph Roy Abraham; Sunil Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):4232.

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Exploration of Machine Learning-Enhanced Ellipsoid Zone Mapping and Radiomics-based Textural Features As Biomarkers for Risk of Geographic Atrophy Development in Dry AMD

Correlation of Intraocular Cytokine Expression with Quantitative Ultra-widefield Fluorescein Angiographic Features in the IMAGINE Retinal Vein Occlusion Study

Comparative Assessment of Long-Term Longitudinal Multi-Layer Retinal Dynamics in Non-neovascular Age-Related Macular Degeneration in Eyes Progressing to Subfoveal Geographic Atrophy and Eyes without Progression

Computational Imaging Biomarker Correlation with Intraocular Cytokine Expression in Diabetic Macular Edema: Findings from the IMAGINE DME Study

Utilizing Higher-Order Quantitative SD-OCT Biomarkers in a Machine Learning Prediction Model for the Development of Subfoveal Geographic Atrophy in Age-Related Macular Degeneration

Automated Quality Assessment and Image Selection of Ultra-Widefield Fluorescein Angiography Images through Deep Learning

Longitudinal Changes in Aqueous Humor Cytokines in Diabetic Macular Edema Treated with Anti-Vascular Endothelial Growth Factor Therapy

Association of Aqueous Cytokine Profile and Extracted OCT Features in Diabetic Macular Edema: Assessment of the Anatomic-Biologic Bridge

Comparative Assessment of a Machine Learning-Enhanced Layer Segmentation Platform to Conventional Image Processing Segmentation for Spectral Domain OCT in Retinal Diseases.

Correlation of Intraocular Cytokine Expression with Higher Order OCT Features in Retinal Venous Occlusive Disease

Long-term Assessment of Longitudinal Multi-Layer Retinal Dynamics in Non-neovascular Age-Related Macular Degeneration: Comparative Assessment of Eyes Progressing to Advanced Disease

Relationship of Retinal Vascular Leakage and Higher Order Optical Coherence Tomography Segmentation Analysis with Visual Acuity in Uveitis Patients

Longitudinal Ellipsoid Zone Dynamics in Outer Retinal Integrity Following Epiretinal Membrane Surgery

Longitudinal Assessment of Intraocular Cytokine Expression in Retinal Venous Occlusive Disease Following Anti-VEGF Therapy

Swept-Source Optical Coherence Tomography Angiography Parameters Correlate with Leakage and Ischemic Indices from Ultra-Widefield Fluorescein Angiography in Diabetic Retinopathy

The Feasibility and Utility of Anterior Segment Optical Coherence Tomography Quantification of Anterior Chamber Inflammation as a Predictor of Corneal Graft Health

Correlation of Ultra-widefield Fluorescein Angiographic Features with Intraocular Cytokine Expression in Diabetic Macular Edema: Exploring the Angiographic-Biologic Phenotype

Automated Quality Assessment of Ultra-Widefield Fluorescein Angiography Images using Deep Learning

Impact of Intraoperative OCT Parameters on Anatomic and Visual Outcomes in Primary Macula-Involving Retinal Detachments from the PIONEER Study

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