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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 Imaging in the Eye Conference Abstract August 2021

Deep Learning-Based Automated Detection and Quantification of Posterior Segment Inflammatory Features on SD-OCT

Kubra Sarici; Sunil K. Srivastava; Jon Whitney; Duriye Damla Sevgi; Thuy Le; sumit sharma; Justis P. Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(11):27. 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

Comparative Assessment of OCT Segmentation Metrics between Manual Corrected Image Processing and Machine Learning in Severe Inflammatory Disease and Retinal Dystrophy

Megan Ann McDonald; Cindy Chen; Michael Ramos; Jon Whitney; Kimberly Baynes; Peter M Kaiser; Danielle Burton; Sumit Sharma; Justis P Ehlers; Sunil K. Srivastava

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2454. doi:

ARVO Annual Meeting Abstract June 2021

Multi-resolution Deep Learning Convolutional Networks for Improvements in OCT Retinal Layer Segmentation

Jon Whitney; Duriye Damla Sevgi; Sunil K. Srivastava; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2125. 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

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

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:

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

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. doi:

ARVO Annual Meeting Abstract June 2020

Longitudinal Precision of Vasculature Parameter Assessment on Ultra-widefield Fluorescein Angiography Using a Deep-Learning Model for Vascular Segmentation in Eyes without Vascular Pathology

Margaret O'Connell; Duriye Damla Sevgi; Sunil K Srivastava; Jon Whitney; Jenna M Hach; Raymond Atwood; Quinn Springer; Justice Williams; Amit Vasanji; Jamie Reese; Justis P Ehlers

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2010. doi:

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. doi:

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