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ARVO Annual Meeting Abstract June 2024

Real-world utilization of bimatoprost sustained-release implant (Bimatoprost SR): a retrospective claims-based analysis

Lauren Blieden; Kim Cai; Joelle Hallak; Daniel Mercer; Joice Huang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1911.

ARVO Annual Meeting Abstract June 2022

Methods for Manual Segmentation of Hyper-resonant Foci to Identify a Ground Truth for Deep Learning Models

Abhishek Sethi; Minhaj Nur Alam; Monique Munro; Sarang Goel; Maximilian Pfau; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2074 – F0063.

ARVO Annual Meeting Abstract June 2022

An Association between Large Optic Cupping and Total and Regional Brain Volume: The Women’s Health Initiative (WHI)

Catherine Wang; Sasha Kravets; Abhishek Sethi; Mark A Espeland; Louis Pasquale; Stephen R Rapp; Barbara Klein; Stacy Meuer; Mary N Haan; Pauline M Maki; Joelle Hallak; Thasarat S Vajaranant

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3494.

ARVO Annual Meeting Abstract June 2022

Contrastive learning improves representation and transferability of diabetic retinopathy classification models

Minhaj Nur Alam; Theodore Leng; Joelle Hallak; Daniel Rubin

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1156.

ARVO Annual Meeting Abstract June 2022

FundusNet, A self-supervised contrastive learning framework for Fundus Feature Learning

Nooshin Mojab; Minhaj Alam; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):188 – F0035.

ARVO Annual Meeting Abstract June 2022

Optimal Selection of Longitudinally Measured Imaging Biomarkers Affecting Conversion Time to Neovascular AMD Using a Regularized Multivariate Bayesian Joint Model

Soumya Sahu; Luis De Sisternes; Minhaj Nur Alam; Theodore Leng; Daniel Rubin; Jiehuan Sun; Sanjib Basu; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):176 – F0023.

ARVO Annual Meeting Abstract June 2022

Patient Adherence to Immunosuppressive Therapy for Chronic Inflammatory Eye Disease

Arthi Dhatreecharan Bharadwaj; Sasha Kravets; Joelle Hallak; Pooja Bhat; Ann-Marie Lobo

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3199 – A0425.

Articles June 2021

Probabilistic Forecasting of Anti-VEGF Treatment Frequency in Neovascular Age-Related Macular Degeneration

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Maximilian Pfau; Soumya Sahu; Rawan Allozi Rupnow; Kathleen Romond; Desiree Millet; Frank G. Holz; Steffen Schmitz-Valckenberg; Monika Fleckenstein; Jennifer I. Lim; Luis de Sisternes; Theodore Leng; Daniel L. Rubin; Joelle A. Hallak
TAGS: anti-vascular endothelial growth factor therapy, exudative age-related macular degeneration, injections, machine learning
Trans. Vis. Sci. Tech.. 2021; 10(7):30. https://doi.org/10.1167/tvst.10.7.30

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2021

Automated region of interest selection improves the deep learning based segmentation of hyper-reflective foci in optical coherence tomography images

Minhaj Nur Alam; Maximilian Pfau; Darvin Yi; Daniel L Rubin; Joelle Hallak

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2449.

ARVO Annual Meeting Abstract June 2021

Associations between Large Optic Nerve Cupping, Related Genetic Risk Scores and Cognitive function

Sasha Kravets; Rawan Allozi; Louis R Pasquale; Mark A Espeland; Steve R Rapp; Barbara E. K. Klein; Stacy M Meuer; Mary N Haan; Pauline M Maki; Joelle Hallak; Thasarat S Vajaranant

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1589.

ARVO Annual Meeting Abstract June 2021

AutoPtosis: A dual model system for rapid and automatic detection of ptosis

Manoj Prabhakar Nallabothula; Abdullah Aleem; Pete Setabutr; Joelle Hallak; Darvin Yi

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2160.

ARVO Annual Meeting Abstract June 2021

Evaluation of Optometrist’s Perspectives of Artificial Intelligence in Eye Care

Ellen Shorter; Charles Kinnaird; Sasha Kravets; Joelle Hallak; Tala Al-Khaled; Emily Cole; Nita Valikodath; Timothy McMahon; Robison Vernon Paul Chan; Angelica C. Scanzera

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1727.

ARVO Annual Meeting Abstract June 2020

Multilayer atrophy progression in eyes with geographic atrophy secondary to age-related macular degeneration

Maximilian Pfau; Leon Alexander von der Emde; Luis De Sisternes; Joelle Hallak; Theodore Leng; Steffen Schmitz-Valckenberg; Frank G Holz; Monika Fleckenstein; Daniel L. Rubin

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1839.

ARVO Annual Meeting Abstract June 2020

Characterization of response to treatment in infants with retinopathy of prematurity in the ROPE-SOS trial in rural India

Abdullah Memon; Nita Valikodath; Emily Cole; Tala Al-Khaled; Rawan Allozi Rupnow; Joelle Hallak; J. Peter Campbell; Michael F. Chiang; Parag Shah; Narendran Venkatapathy; Robison Vernon Paul Chan

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2196.

ARVO Annual Meeting Abstract June 2020

Fully-automated prediction of anti-VEGF treatment using imaging biomarkers in neovascular age-related macular degeneration

Joelle Hallak; Maximilian Pfau; Luis De Sisternes; Rawan Allozi Rupnow; Joseph Baker; Theodore Leng; Daniel L. Rubin

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4235.

ARVO Annual Meeting Abstract June 2020

Evaluation of physician perspectives of artificial intelligence in ophthalmology: a pilot study

Tala Al-Khaled; Nita Valikodath; Emily Cole; Joelle Hallak; J. Peter Campbell; Michael F. Chiang; Robison Vernon Paul Chan

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2023.

Special Issue March 2020

The AI Revolution and How to Prepare for It

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Joelle A. Hallak; Dimitri T. Azar
TAGS: health care systems, knowledge acquisition, ophthalmologists, ophthalmology, research personnel, screening, technology, diabetic retinopathy, eye diseases, datasets
Trans. Vis. Sci. Tech.. 2020; 9(2):16. https://doi.org/10.1167/tvst.9.2.16

ARVO Annual Meeting Abstract July 2019

Detecting Glaucoma and Suspect Progression through Longitudinal Fundus Photos

Joelle Hallak; Nooshin Mojab; Joseph Baker; Vahid Noroozi; Dimitri T Azar; Mark Rosenblatt

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1472.

ARVO Annual Meeting Abstract July 2019

The effects of estrogen deficiency on the peripapillary retinal nerve fiber layer thickness

Thasarat S Vajaranant; Joelle Hallak; Joseph Baker; Louis Pasquale; Pauline M Maki

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5568.

ARVO Annual Meeting Abstract July 2019

Retinopathy of Prematurity screening criteria based on the ROPE-SOS trial in India

Nita Valikodath; Robison Vernon Paul Chan; Flavius Beca; Mohammed Mowafak Rami Allaham; Emily Cole; Joelle Hallak; J. Peter Campbell; Michael F Chiang; Parag Shah; Narendran Venkatapathy

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):6522.

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Real-world utilization of bimatoprost sustained-release implant (Bimatoprost SR): a retrospective claims-based analysis

Methods for Manual Segmentation of Hyper-resonant Foci to Identify a Ground Truth for Deep Learning Models

An Association between Large Optic Cupping and Total and Regional Brain Volume: The Women’s Health Initiative (WHI)

Contrastive learning improves representation and transferability of diabetic retinopathy classification models

FundusNet, A self-supervised contrastive learning framework for Fundus Feature Learning

Optimal Selection of Longitudinally Measured Imaging Biomarkers Affecting Conversion Time to Neovascular AMD Using a Regularized Multivariate Bayesian Joint Model

Patient Adherence to Immunosuppressive Therapy for Chronic Inflammatory Eye Disease

Probabilistic Forecasting of Anti-VEGF Treatment Frequency in Neovascular Age-Related Macular Degeneration

Automated region of interest selection improves the deep learning based segmentation of hyper-reflective foci in optical coherence tomography images

Associations between Large Optic Nerve Cupping, Related Genetic Risk Scores and Cognitive function

AutoPtosis: A dual model system for rapid and automatic detection of ptosis

Evaluation of Optometrist’s Perspectives of Artificial Intelligence in Eye Care

Multilayer atrophy progression in eyes with geographic atrophy secondary to age-related macular degeneration

Characterization of response to treatment in infants with retinopathy of prematurity in the ROPE-SOS trial in rural India

Fully-automated prediction of anti-VEGF treatment using imaging biomarkers in neovascular age-related macular degeneration

Evaluation of physician perspectives of artificial intelligence in ophthalmology: a pilot study

The AI Revolution and How to Prepare for It

Detecting Glaucoma and Suspect Progression through Longitudinal Fundus Photos

The effects of estrogen deficiency on the peripapillary retinal nerve fiber layer thickness

Retinopathy of Prematurity screening criteria based on the ROPE-SOS trial in India

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