Machine learning–based automated detection of hydroxychloroquine toxicity and prediction of future toxicity using higher-order OCT biomarkers

Gagan Kalra , Katherine E Talcott , Stephanie Kaiser , Obinna Ugwuegbu
Ophthalmology Retina 6 ( 12) 1241 -1252

10
2022
Ellipsoid Zone Integrity and Visual Function in Dry Age-Related Macular Degeneration

Sari Yordi , Yavuz Cakir , Gagan Kalra , Hasan Cetin
Journal of Personalized Medicine 14 ( 5) 543 -543

2024
Machine Learning-based Prediction for Development of New Hydroxychloroquine Retinopathy based on Quantitative Outer Retinal SD-OCT Features and Clinical Variables

Daniel Cohen , Gagan Kalra , Katherine E Talcott , Stephanie Kaiser
Investigative Ophthalmology & Visual Science 63 ( 7) 671–F0125 -671–F0125

2022
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
Investigative Ophthalmology & Visual Science 62 ( 11) 79 -79

2021
Optical coherence tomography (OCT) angiolytics: a review of OCT angiography quantitative biomarkers

Gagan Kalra , Javier Zarranz-Ventura , Rutvi Chahal , Carolina Bernal-Morales
Survey of Ophthalmology 67 ( 4) 1118 -1134

25
2022
2
2021
Automated lesion segmentation and quantification for prediction of paradoxical worsening in patients with tubercular serpiginous-like choroiditis

Gagan Kalra , Aniruddha Agarwal , Alessandro Marchese , Rupesh Agrawal
Scientific Reports 12 ( 1) 5392 -5392

1
2022
Association of Aqueous Cytokine Expression with Quantitative Leakage Patterns on Ultra-widefield Angiography in the PRIME Study

Gagan Kalra , Charles Clifton Wykoff , Katherine E Talcott , Sunil K Srivastava
Investigative Ophthalmology & Visual Science 63 ( 7) 2186–F0249 -2186–F0249

2022
Evaluation of Baseline Quantitative Ultra-widefield Leakage Patterns with Angiographic Features, Diabetic Retinopathy Severity and Treatment Response in the PRIME Study

Christopher J Mugnaini , Gagan Kalra , Charles Clifton Wykoff , Katherine Talcott
Investigative Ophthalmology & Visual Science 63 ( 7) 2172–F0235 -2172–F0235

2022
11
2022
4
2023
Geographic atrophy measured by machine learning and manual segmentation on optical coherence tomography in non-neovascular age-related macular degeneration

Phuoc-Hanh Le , Sumit Sharma , Kimberly Baynes , Thuy K Le
Investigative Ophthalmology & Visual Science 63 ( 7) 3022–F0292 -3022–F0292

3
2022
Elamipretide-mediated visual function improvements are associated with ellipsoid zone integrity in patients with geographic atrophy

David Lally , Anthony Abbruscato , Sari Yordi , Hasan Cetin
Investigative Ophthalmology & Visual Science 64 ( 8) 2261 -2261

2
2023
Correlation Between Blue Fundus Autofluorescence and SD-OCT Measurements of Geographic Atrophy in Dry Age-Related Macular Degeneration

Justis P Ehlers , Conor McConville , Sari Yordi , Hasan Cetin
American Journal of Ophthalmology

2024
Automated Evaluation of Ellipsoid Zone At-Risk Burden for Detection of Hydroxychloroquine Retinopathy

Katherine E Talcott , Gagan Kalra , Hasan Cetin , Yavuz Cakir
Journal of Personalized Medicine 14 ( 5) 448 -448

2024
Automated Identification and Quantification of Ellipsoid Zone At-Risk Using Deep Learning on SD-OCT in Dry AMD

Jordan Budrevich , Sari Yordi , Gagan Kalra , Jon Whitney
Investigative Ophthalmology & Visual Science 64 ( 8) 315 -315

2023
Impact of Baseline “Ellipsoid Zone At-Risk” Burden on Geographic Atrophy Natural History Growth Rate in the ReCLAIM-2 Clinical Trial

Gagan Kalra , Hasan Cetin , Jon Whitney , Sari Yordi
Investigative Ophthalmology & Visual Science 64 ( 8) 2254 -2254

2023
Correlation of Fundus Autofluorescence and SD-OCT Measurements of Geographic Atrophy and Overall SD-OCT Results for Geographic Atrophy Growth in the GATHER1 Clinical Trial

Conor Anthony McConville , Sari Yordi , Hasan Cetin , Gagan Kalra
Investigative Ophthalmology & Visual Science 64 ( 8) 328 -328

2023
Impact of Baseline Quantitative Ellipsoid Zone Integrity on Geographic Atrophy Expansion in the ReCLAIM-2 Clinical Trial

Victoria Eileen Whitmore , Gagan Kalra , Hasan Cetin , Jon Whitney
Investigative Ophthalmology & Visual Science 64 ( 8) 2264 -2264

2023