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ARVO Annual Meeting Abstract June 2025

Trends in Atropine Prescribing and Dose Adjustments for Myopia Control During Pre-Pandemic, COVID-19 Pandemic, and Post-Pandemic Periods: A Multi-Center Retrospective Analysis

Michael Aaby; Brenda Bohnsack; Michelle Hribar; Rahul Bhola; Margaret Overstreet; Noreen Shaikh; Magdalena Stec; Jamie Anderson; Nikita Lalwani; Saron Tedla; Elizabeth White; Allison Summers

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):2813.

ARVO Annual Meeting Abstract June 2025

Barriers to Referral to Ophthalmology for Patients with Limited English Proficiency

Oliver Valdivia Camacho; Albert Sohn; Thomas S Hwang; Michelle Hribar; Merina Thomas

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):5765.

ARVO Annual Meeting Abstract June 2025

New EHR Documentation tools for Amblyopia Treatment: An Initial Assessment

Michelle Hribar; Allison Summers; Kellyn Bellsmith; Allison Bradee; Jamie Anderson; Leah Reznick

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):2202.

ARVO Annual Meeting Abstract June 2025

Social Vulnerability Index and Rural-Urban Commuting Area codes as associated with referral rates in a community ophthalmology screening program

Meher Khan; Michelle Hribar; Aiyin Chen

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):OD29.

ARVO Imaging in the Eye Conference Abstract July 2024

OMOP Data Standardization and Image Integration in Eye Care and Vision Science

Ghazala Amirali Datoo O'Keefe; Kaveri Thakoor; Chidi Asuzu; Sally Baxter; Kerry Goetz; Cindy X Cai; Michael V Boland; Michelle R Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB00119.

ARVO Annual Meeting Abstract June 2024

Extracting Standardized Visual Acuity Data from Free-Text Electronic Health Records: The `visualacuity` Toolkit

Robert C Gale; Will Halfpenny; Steven Bedrick; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6508.

ARVO Annual Meeting Abstract June 2024

Similar risk of kidney failure among patients with blinding diseases who receive ranibizumab, aflibercept, and bevacizumab: an OHDSI Network Study

Cindy Xinji Cai; Akihiko Nishimura; Mary Grace Bowring; Jia Ng; Paul Nagy; Asieh Golozar; Anna Ostropolets; Fan Bu; Michelle Hribar; Linying Zhang; Kerry E Goetz; Nathan Hall; Azza Shoaibi; Anthony Sena; Marc Suchard; Patrick Ryan

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6507.

ARVO Annual Meeting Abstract June 2024

Barriers to automated visual field perimetry data extraction, harmonization, and representation in OMOP

Shahin Hallaj; Swarup S. Swaminathan; Sophia Wang; Benjamin Y. Xu; Dilru Amarasekera; Michael V. Boland; Brian Craig Stagg; Michelle Hribar; Kaveri Thakoor; Kerry E. Goetz; Jonathan S. Myers; Aaron Y Lee; Mark Christopher; Linda M Zangwill; Robert Weinreb; Sally Liu Baxter

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4793.

ARVO Annual Meeting Abstract June 2024

Enhancing Amblyopia Identification Using NLP: A Study of BioClinical BERT and Flan-T5 Models

Wei-Chun Lin; Caleb Reznick; Leah Reznick; Abigail Lucero; J. Peter Campbell; Hiroshi Ishikawa; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):338.

ARVO Annual Meeting Abstract June 2024

Patient Adherence in Amblyopia Care: Analyzing Area Deprivation Index as a Mediating Factor of Race/Ethnicity

Caleb Reznick; Wei-Chun Lin; Alexandra Salem; Nicole Weiskopf; Kellyn Bellsmith; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5214.

ARVO Annual Meeting Abstract June 2024

Evaluation of a Computable Phenotype Algorithm for Identifying Normal Tension Glaucoma Patients in Electronic Health Records

Fountane Chan; Michelle Hribar; Neha Sachdeva; Spencer Burt; Wei-Chun Lin; Aiyin Chen

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4052.

ARVO Annual Meeting Abstract June 2024

Data Standardization in the OHDSI Eye Care and Vision Research Workgroup

Michelle Hribar; Sally Liu Baxter; OHDSI Eye Care and Vision Workgroup; Kerry E. Goetz

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2420.

ARVO Annual Meeting Abstract June 2024

Predicting loss and delay to follow-up of amblyopia patients

Alexandra Salem; Elizabeth White; Wei-Chun Lin; Andrea Tham; Kellyn Bellsmith; Annie Kuo; Jamie Anderson; Allison Summers; Leah Reznick; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5195.

ARVO Annual Meeting Abstract June 2023

Representation of Visual Impairment in the Electronic Health Record

Michelle Hribar; Sally L. Baxter; Kerry E Goetz

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4220.

ARVO Annual Meeting Abstract June 2023

Advancing toward a common data model in ophthalmology: gap analysis of standard OMOP concepts for the general eye examination

Cindy Cai; William Halfpenny; Michael Boland; Harold Lehmann; Michelle Hribar; Kerry Goetz; Sally Baxter

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3067.

ARVO Annual Meeting Abstract June 2023

Analysis of consistency and computability in clinical trial eligibility criteria for diabetic retinopathy and glaucoma

Kerry E Goetz; Janusz Wojtusiak; Michael F Chiang; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4206.

Data Science November 2022

Development of an Open-Source Annotated Glaucoma Medication Dataset From Clinical Notes in the Electronic Health Record

PDF

Jimmy S. Chen; Wei-Chun Lin; Sen Yang; Michael F. Chiang; Michelle R. Hribar
TAGS: antiglaucoma agents, datasets, electronic medical records
Trans. Vis. Sci. Tech.. 2022; 11(11):20. https://doi.org/10.1167/tvst.11.11.20

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2022

Factors Involved in Developing an Open Electronic Health Record Glaucoma Dataset

Jimmy S Chen; Michael F Chiang; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2297.

ARVO Annual Meeting Abstract June 2022

Machine Learning for Predicting Early High Postoperative IOP After Trabeculectomy

Wei-Chun Lin; Aiyin Chen; Michael F Chiang; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2046 – A0487.

ARVO Annual Meeting Abstract June 2022

Can EHR Data Automatically Calculate Ophthalmic Quality Measures? The Impact of Baselines

Michelle Hribar; Jimmy S Chen; Aiyin Chen; Michael F Chiang

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3827.

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Trends in Atropine Prescribing and Dose Adjustments for Myopia Control During Pre-Pandemic, COVID-19 Pandemic, and Post-Pandemic Periods: A Multi-Center Retrospective Analysis

Barriers to Referral to Ophthalmology for Patients with Limited English Proficiency

New EHR Documentation tools for Amblyopia Treatment: An Initial Assessment

Social Vulnerability Index and Rural-Urban Commuting Area codes as associated with referral rates in a community ophthalmology screening program

OMOP Data Standardization and Image Integration in Eye Care and Vision Science

Extracting Standardized Visual Acuity Data from Free-Text Electronic Health Records: The `visualacuity` Toolkit

Similar risk of kidney failure among patients with blinding diseases who receive ranibizumab, aflibercept, and bevacizumab: an OHDSI Network Study

Barriers to automated visual field perimetry data extraction, harmonization, and representation in OMOP

Enhancing Amblyopia Identification Using NLP: A Study of BioClinical BERT and Flan-T5 Models

Patient Adherence in Amblyopia Care: Analyzing Area Deprivation Index as a Mediating Factor of Race/Ethnicity

Evaluation of a Computable Phenotype Algorithm for Identifying Normal Tension Glaucoma Patients in Electronic Health Records

Data Standardization in the OHDSI Eye Care and Vision Research Workgroup

Predicting loss and delay to follow-up of amblyopia patients

Representation of Visual Impairment in the Electronic Health Record

Advancing toward a common data model in ophthalmology: gap analysis of standard OMOP concepts for the general eye examination

Analysis of consistency and computability in clinical trial eligibility criteria for diabetic retinopathy and glaucoma

Development of an Open-Source Annotated Glaucoma Medication Dataset From Clinical Notes in the Electronic Health Record

Factors Involved in Developing an Open Electronic Health Record Glaucoma Dataset

Machine Learning for Predicting Early High Postoperative IOP After Trabeculectomy

Can EHR Data Automatically Calculate Ophthalmic Quality Measures? The Impact of Baselines

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