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ARVO Imaging in the Eye Conference Abstract August 2021

Feasibility of Machine Learning-based Assessment for Hydroxychloroquine Toxicity Utilizing Multi-Layer SD-OCT Feature Interrogation

Gagan Kalra; Katherine Talcott; Ming Hu; Sunil K. Srivastava; Thuy Le; Leina Lunasco; Jamie Reese; Justis P. Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(11):79. doi:

ARVO Imaging in the Eye Conference Abstract August 2021

Automated Ultra-widefield Angiographic Early-Late Phase Frame Selection Using a Deep Learning-Based Phase Value Score and Optic Disc-Based Laterality and Field of View Classifier

Duriye Damla Sevgi; Jon Whitney; Margaret O'connell; Danielle Burton; Cindy Chen; Phuoc-Hanh Le; Jasmin Bhangu; Sunil K. Srivastava; sumit sharma; Kimberly Baynes; Jamie Reese; Justis P. Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(11):76. doi:

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. doi:

ARVO Annual Meeting Abstract June 2021

Development of a Deep Learning-Enhanced Automated Image Quality Assessment Platform for Spectral Domain Optical Coherence Tomography: The Segmentation Confidence Score

Jordan M. Bell; Jon Whitney; Duriye Damla Sevgi; Jenna Hach; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2504. doi:

ARVO Annual Meeting Abstract June 2021

The impact of early central macular total retinal fluid index instability on future exudative volatility in neovascular AMD

Thuy K Le; Leina Lunasco; Robert Zahid; Ming Hu; Jamie Reese; Sunil K. Srivastava; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):337. doi:

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. doi:

ARVO Annual Meeting Abstract June 2021

Predictive Model for Requirement of Future Anti-VEGF Therapy in Diabetic Eye Disease: The Potential Importance of the Leakage Index on Ultra-widefield Fluorescein Angiography

Christopher J. Mugnaini; Duriye Damla Sevgi; Jon Whitney; Alice C. Jiang; Ming Hu; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2111. doi:

ARVO Annual Meeting Abstract June 2021

Longitudinal Assessment of Retinal Vascular Changes in Eyes with Diabetic Retinopathy Treated with Intravitreal Aflibercept in the PRIME Trial

Duriye Damla Sevgi; Margaret O'Connell; Charles Clifton Wykoff; Hannah Yu; Jenna Hach; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1111. doi:

ARVO Annual Meeting Abstract June 2021

Bacillary detachment (BD) in nAMD: Incidence, clinical features, and response to anti-VEGF therapy

Sari Yordi; Kubra Sarici; Robert Zahid; Leina Lunasco; Thuy K Le; Xiangyi Meng; Duriye Damla Sevgi; Jamie Reese; Sunil K. Srivastava; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):442. doi:

ARVO Annual Meeting Abstract June 2021

Impact of Varying Dataset Composition Ratios on the Machine Learning Model Segmentation Performance for Subretinal Hyperreflective Material: A Quantitative and Qualitative Evaluation

Hasan Cetin; Jon Whitney; Duriye Damla Sevgi; Jenna Hach; Sunil Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2164. doi:

ARVO Annual Meeting Abstract June 2021

The Impact of Deep Learning Architecture on Fluid Segmentation and Classification on SD-OCT

Sydney Sterben; Jon Whitney; Duriye Damla Sevgi; Jordan M. Bell; Jenna Hach; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2127. doi:

ARVO Annual Meeting Abstract June 2021

Real-Time Photographic and Fluorescein Angiographic-Guided Management of Diabetic Retinopathy: Randomized PRIME Trial Outcomes

Hannah Yu; Justis P Ehlers; Duriye Damla Sevgi; Jenna Hach; Margaret O'Connell; Jamie Reese; Sunil K. Srivastava; Charles Clifton Wykoff

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1099. doi:

ARVO Annual Meeting Abstract June 2021

Longitudinal Changes in Microaneurysm Count and the Correlation with Leakage Index and Leakage Patterns in Diabetic Retinopathy on Ultra-widefield Fluorescein Angiography Following Intravitreal Aflibercept in the PRIME study

Margaret O'Connell; Duriye Damla Sevgi; Charles Clifton Wykoff; Hannah Yu; Jenna Hach; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1094. doi:

ARVO Annual Meeting Abstract June 2021

Association of Ellipsoid Zone Integrity and Treatment Response in Subjects with Non-neovascular AMD Treated with Subcutaneous Elamipretide: Post Hoc Analysis of the Phase 1 ReCLAIM Study

Justis P Ehlers; Hasan Cetin; Annapurna Hanumanthu; Thuy K Le; Peter Kaiser; Jamie Reese; Sunil Srivastava

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1942. doi:

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. doi:

ARVO Annual Meeting Abstract June 2021

Assessment of retinal pigment epithelial detachment treatment response and impact of size on outcomes in neovascular age-related macular degeneration from the OSPREY study

Kubra Sarici; Leina Lunasco; Thuy K Le; Robert Zahid; Xiangyi Meng; Duriye Damla Sevgi; Sunil K. Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):435. doi:

Articles March 2021

Longitudinal Higher-Order OCT Assessment of Quantitative Fluid Dynamics and the Total Retinal Fluid Index in Neovascular AMD

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Justis P. Ehlers; Julie Clark; Atsuro Uchida; Natalia Figueiredo; Amy Babiuch; Katherine E. Talcott; Leina Lunasco; Thuy K. Le; Xiangyi Meng; Ming Hu; Jamie Reese; Sunil K. Srivastava
TAGS: aflibercept, brolucizumab, exudative age-related macular degeneration, fluid dynamics, volume
Trans. Vis. Sci. Tech.. 2021; 10(3):29. doi: https://doi.org/10.1167/tvst.10.3.29

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. doi: https://doi.org/10.1167/tvst.9.2.52

ARVO Imaging in the Eye Conference Abstract July 2020

Automated Quality Optimized Phase Selection in Ultra-widefield Angiography Using Retinal Vessel Segmentation with Deep Neural Networks

Duriye Damla Sevgi; Jenna Hach; Sunil K Srivastava; Charles Wykoff; Margaret O'connell; Jon Whitney; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB00125. doi:

ARVO Annual Meeting Abstract June 2020

Image-Guided Surgical Intervention in Vitreomacular Traction from the DISCOVER Study: Intraoperative OCT Utility, Ellipsoid Zone Dynamics, and Anatomic/Functional Outcomes

Heidi J Huang; Duriye Damla Sevgi; Sunil K Srivastava; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4381. doi:

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Feasibility of Machine Learning-based Assessment for Hydroxychloroquine Toxicity Utilizing Multi-Layer SD-OCT Feature Interrogation

Automated Ultra-widefield Angiographic Early-Late Phase Frame Selection Using a Deep Learning-Based Phase Value Score and Optic Disc-Based Laterality and Field of View Classifier

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

Development of a Deep Learning-Enhanced Automated Image Quality Assessment Platform for Spectral Domain Optical Coherence Tomography: The Segmentation Confidence Score

The impact of early central macular total retinal fluid index instability on future exudative volatility in neovascular AMD

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

Predictive Model for Requirement of Future Anti-VEGF Therapy in Diabetic Eye Disease: The Potential Importance of the Leakage Index on Ultra-widefield Fluorescein Angiography

Longitudinal Assessment of Retinal Vascular Changes in Eyes with Diabetic Retinopathy Treated with Intravitreal Aflibercept in the PRIME Trial

Bacillary detachment (BD) in nAMD: Incidence, clinical features, and response to anti-VEGF therapy

Impact of Varying Dataset Composition Ratios on the Machine Learning Model Segmentation Performance for Subretinal Hyperreflective Material: A Quantitative and Qualitative Evaluation

The Impact of Deep Learning Architecture on Fluid Segmentation and Classification on SD-OCT

Real-Time Photographic and Fluorescein Angiographic-Guided Management of Diabetic Retinopathy: Randomized PRIME Trial Outcomes

Longitudinal Changes in Microaneurysm Count and the Correlation with Leakage Index and Leakage Patterns in Diabetic Retinopathy on Ultra-widefield Fluorescein Angiography Following Intravitreal Aflibercept in the PRIME study

Association of Ellipsoid Zone Integrity and Treatment Response in Subjects with Non-neovascular AMD Treated with Subcutaneous Elamipretide: Post Hoc Analysis of the Phase 1 ReCLAIM 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

Assessment of retinal pigment epithelial detachment treatment response and impact of size on outcomes in neovascular age-related macular degeneration from the OSPREY study

Longitudinal Higher-Order OCT Assessment of Quantitative Fluid Dynamics and the Total Retinal Fluid Index in Neovascular AMD

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

Automated Quality Optimized Phase Selection in Ultra-widefield Angiography Using Retinal Vessel Segmentation with Deep Neural Networks

Image-Guided Surgical Intervention in Vitreomacular Traction from the DISCOVER Study: Intraoperative OCT Utility, Ellipsoid Zone Dynamics, and Anatomic/Functional Outcomes

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