[HTML][HTML] Big data and electronic health records for glaucoma research

IA Bernstein, KS Fernandez, JD Stein… - Taiwan Journal of …, 2024 - journals.lww.com
The digitization of health records through electronic health records (EHRs) has transformed
the landscape of ophthalmic research, particularly in the study of glaucoma. EHRs offer a …

Federated Learning in Glaucoma: A Comprehensive Review and Future Perspectives

S Hallaj, BG Chuter, AC Lieu, P Singh… - Ophthalmology …, 2024 - Elsevier
Current approaches to develo** artificial intelligence (AI) models for widespread
glaucoma screening have encountered several obstacles. First, glaucoma is a complex …

[HTML][HTML] Gap analysis of glaucoma examination concept representations within standard Systemized Nomenclature of Medicine–Clinical Terms

S Hallaj, AP Khawaja, IAS Rodrigues, MV Boland… - Ophthalmology …, 2025 - Elsevier
Objective/Purpose Standardization of eye care data is important for clinical interoperability
and research. We aimed to address gaps in the representations of glaucoma examination …

Semaglutide and nonarteritic anterior ischemic optic neuropathy

CX Cai, M Hribar, S Baxter, K Goetz… - JAMA …, 2025 - jamanetwork.com
Importance Semaglutide, a glucagonlike peptide-1 receptor agonist (GLP-1RA), has recently
been implicated in cases of nonarteritic anterior ischemic optic neuropathy (NAION), raising …

[HTML][HTML] Data harmonization, standardization, and collaboration for diabetic retinal disease (DRD) research: report from the 2024 Mary Tyler Moore vision initiative …

A Domalpally, W Fickweiler, SR Levine… - … Vision Science & …, 2024 - jov.arvojournals.org
Abstract The 2024 Mary Tyler Moore Vision Initiative (MTM Vision) Workshop on Data
convened to discuss best practices and specific considerations for building a …

Variations in Using Diagnosis Codes for Defining Age-Related Macular Degeneration Cohorts

FGP Kalaw, JS Chen, SL Baxter - Informatics, 2024 - mdpi.com
Data harmonization is vital for secondary electronic health record data analysis, especially
when combining data from multiple sources. Currently, there is a gap in knowledge as to …

[HTML][HTML] Implementing a Common Data Model in Ophthalmology: Map** Structured Electronic Health Record Ophthalmic Examination Data to Standard …

JC Quon, CP Long, W Halfpenny, A Chuang… - Ophthalmology …, 2025 - Elsevier
Objective To identify and characterize concept coverage gaps of ophthalmology
examination data elements within the Cerner Millennium electronic health record (EHR) …

Long-Term Systemic Use of Calcium Channel Blockers and Incidence of Primary Open-Angle Glaucoma

K Tavakoli, S Sidhu, BR Saseendrakumar… - Ophthalmology …, 2024 - Elsevier
Purpose To evaluate the association between the systemic use of calcium channel blockers
(CCBs) and primary open-angle glaucoma (POAG) using a diverse nationwide dataset …

Coverage of Physical Therapy Assessments in the Observational Medical Outcomes Partnership Common Data Model

MA French, P Hartman, HA Hayes… - Applied Clinical …, 2024 - thieme-connect.com
Background High-value care aims to enhance meaningful patient outcomes while reducing
costs and is accelerated by curating data across health care systems through common data …

[HTML][HTML] Barriers to Extracting and Harmonizing Glaucoma Testing Data: Gaps, Shortcomings, and the Pursuit of FAIRness

N Radgoudarzi, S Hallaj, MV Boland… - Ophthalmology …, 2024 - pmc.ncbi.nlm.nih.gov
Barriers to Extracting and Harmonizing Glaucoma Testing Data: Gaps, Shortcomings, and the
Pursuit of FAIRness - PMC Skip to main content Here's how you know Official websites use .gov …