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Articles December 2020

Gradient Boosting Decision Tree Algorithm for the Prediction of Postoperative Intraocular Lens Position in Cataract Surgery

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Tingyang Li; Kevin Yang; Joshua D. Stein; Nambi Nallasamy

Trans. Vis. Sci. Tech.. 2020; 9(13):38. doi: https://doi.org/10.1167/tvst.9.13.38

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2020

Detection of Posterior Segment Disease in Outreach Camps in Rural India

Emily Schehlein; Yadalla Dayakar; Joshua R Ehrlich; Joshua D Stein; David Hutton; Rengaraj Venkatesh

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):828. doi:

ARVO Annual Meeting Abstract June 2020

Kalman Filtering Based Machine Learning to Predict Future Mean Deviation Values for Patients with Glaucoma -- Enhancing Existing Models Using Data from Optical Coherence Tomography. A Study Using Data from ADAGES and DIGS.

Mohammad Zhalechian; Mark P Van Oyen; Mariel S Lavieri; Carlos Gustavo De Moraes; Christopher A Girkin; Massimo Antonio Fazio; Robert N Weinreb; Christopher Bowd; Jeffrey M Liebmann; Linda M Zangwill; Chris A Andrews; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1986. doi:

ARVO Annual Meeting Abstract June 2020

Identification of glaucoma patients with poor medication compliance from the electronic health record

Mohammed Sami Hamid; Brianne Brenneman; Leslie Niziol; Joshua D Stein; Paula Anne Newman-Casey

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):5115. doi:

ARVO Annual Meeting Abstract July 2019

Expanded clinical spectrum of pentosan polysulfate sodium-associated pigmentary maculopathy

Adam Marcus Hanif; Stanford Taylor; Stephen Armenti; Rachel Shah; Austin Igelman; Mark E Pennesi; Thiran Jayasundera; Paul Yang; Thomas S Hwang; Christina J Flaxel; Rahul Khurana; Joshua D Stein; Nieraj Jain

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3245. doi:

ARVO Annual Meeting Abstract July 2019

Demographic and temporal variation in incidence of herpes zoster ophthalmicus in the United States population

Nakul Shekhawat; Nidhi Talwar; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4257. doi:

ARVO Annual Meeting Abstract July 2019

Using a Machine Learning Technique Called Kalman Filtering to Forecast Conversion from Ocular Hypertension to Primary Open Angle Glaucoma

Gian-Gabriel P Garcia; Mariel Lavieri; Chris Andrews; Xiang Liu; Mark P Van Oyen; Michael Kass; Mae O Gordon; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2857. doi:

ARVO Annual Meeting Abstract July 2019

Identifying Patients at Risk for Experiencing Rapid Progression of Open Angle Glaucoma Using Supervised Machine Learning

Isaac Jones; Mark P Van Oyen; Mariel Lavieri; Chris Andrews; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2472. doi:

ARVO Annual Meeting Abstract July 2019

Refining Metrics for Assessing the Quality of Care of Patients Undergoing Cataract Surgery for Use in Big Data Analyses

Eric Weinlander; Nidhi Talwar; Jennifer Weizer; Sophia Saleem; Suzann Pershing; Brian Stagg; Jean-Claude Mwanza; Anne Lynch; Alan Sugar; Paul P Lee; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2076. doi:

ARVO Annual Meeting Abstract July 2019

Demographic and temporal variation in incidence of herpes simplex virus keratitis in the United States

Nidhi Talwar; Joshua D Stein; Nakul Shekhawat

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):6508. doi:

ARVO Annual Meeting Abstract July 2019

Big Data Sets: Leveraging existing data sources for Big Data analyses in ophthalmology

Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):14. doi:

ARVO Annual Meeting Abstract July 2019

Association between Vision Loss and Screening Mammography among Women with Medicare

Annie Mao Wu; Alan R Morse; William H Seiple; Nidhi Talwar; Sean Hansen; Paul P Lee; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3637. doi:

ARVO Annual Meeting Abstract July 2019

Impact of scleral contact lens use on risk of requiring corneal transplantation for keratoconus

Jennifer J Ling; Shahzad Mian; Joshua D Stein; Moshiur Rahman; Maria A Woodward

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4779. doi:

ARVO Annual Meeting Abstract July 2019

Differences in Receiving Eye Care Based on Dementia Status

Suzann Pershing; Mary K. Goldstein; Victor W. Henderson; Ying Lu; M. Kate Bundorf; Moshiur Rahman; Chris Andrews; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5446. doi:

ARVO Annual Meeting Abstract June 2017

The Extent to Which Medicare Beneficiaries Receive Eye Care Services Exclusively By Ophthalmologists or Optometrists – A Comparison of All 50 States

Michael Huvard; David Sanders; Chris Andrews; Manjool Shah; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):1616. doi:

ARVO Annual Meeting Abstract June 2017

Comparison of Prices of Glaucoma Medications, Laser Trabeculoplasty, and Incisional Glaucoma Surgery in 20 Countries

Peter Y Zhao; Raheem Rahmathullah; Alan L Robin; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):3738. doi:

ARVO Annual Meeting Abstract June 2017

Geographic Variation, National Trends, and Characteristics of Patients Receiving Co-Managed Cataract Surgery

Nakul Shekhawat; Chris Andrews; Joshua Vrabec; William Richardson; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):5725. doi:

ARVO Annual Meeting Abstract June 2017

Development of a Concise Patient-Reported Outcome Measure for Cataract Surgery in South India

Charles Frank; Josiah Smiley; Hong-Gam Le; Sanil Joseph; Stephen Schilling; Brian Stagg; RD Ravindran; Jonathan Trobe; Joshua D Stein; Haripriya Aravind; Joshua R Ehrlich

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):774. doi:

ARVO Annual Meeting Abstract June 2017

Using Kalman Filtering to Personalize the Monitoring of Persons with Normal Tension Glaucoma

Mariel S Lavieri; Xiang Liu; Zhining Zhou; Jingyuan Wang; Kazuhisa Sugiyama; Koji Nitta; Chris Andrews; Mark Van Oyen; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):2870. doi:

ARVO Annual Meeting Abstract June 2017

Thermal Sclerostomy Outcomes in a Retrospective Cohort

Nathan William Anderson Liles; Sophia Wang; Joshua D Stein; Paul Lichter

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):4931. doi:

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Gradient Boosting Decision Tree Algorithm for the Prediction of Postoperative Intraocular Lens Position in Cataract Surgery

Detection of Posterior Segment Disease in Outreach Camps in Rural India

Kalman Filtering Based Machine Learning to Predict Future Mean Deviation Values for Patients with Glaucoma -- Enhancing Existing Models Using Data from Optical Coherence Tomography. A Study Using Data from ADAGES and DIGS.

Identification of glaucoma patients with poor medication compliance from the electronic health record

Expanded clinical spectrum of pentosan polysulfate sodium-associated pigmentary maculopathy

Demographic and temporal variation in incidence of herpes zoster ophthalmicus in the United States population

Using a Machine Learning Technique Called Kalman Filtering to Forecast Conversion from Ocular Hypertension to Primary Open Angle Glaucoma

Identifying Patients at Risk for Experiencing Rapid Progression of Open Angle Glaucoma Using Supervised Machine Learning

Refining Metrics for Assessing the Quality of Care of Patients Undergoing Cataract Surgery for Use in Big Data Analyses

Demographic and temporal variation in incidence of herpes simplex virus keratitis in the United States

Big Data Sets: Leveraging existing data sources for Big Data analyses in ophthalmology

Association between Vision Loss and Screening Mammography among Women with Medicare

Impact of scleral contact lens use on risk of requiring corneal transplantation for keratoconus

Differences in Receiving Eye Care Based on Dementia Status

The Extent to Which Medicare Beneficiaries Receive Eye Care Services Exclusively By Ophthalmologists or Optometrists – A Comparison of All 50 States

Comparison of Prices of Glaucoma Medications, Laser Trabeculoplasty, and Incisional Glaucoma Surgery in 20 Countries

Geographic Variation, National Trends, and Characteristics of Patients Receiving Co-Managed Cataract Surgery

Development of a Concise Patient-Reported Outcome Measure for Cataract Surgery in South India

Using Kalman Filtering to Personalize the Monitoring of Persons with Normal Tension Glaucoma

Thermal Sclerostomy Outcomes in a Retrospective Cohort

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