[HTML][HTML] Variations in electronic health record-based definitions of diabetic retinopathy cohorts: a literature review and quantitative analysis

JS Chen, IA Copado, C Vallejos, FGP Kalaw… - Ophthalmology …, 2024 - Elsevier
Purpose Use of the electronic health record (EHR) has motivated the need for data
standardization. A gap in knowledge exists regarding variations in existing terminologies for …

[HTML][HTML] Applying large language model artificial intelligence for retina International Classification of Diseases (ICD) coding

J Ong, N Kedia, S Harihar… - Journal of Medical …, 2023 - jmai.amegroups.org
Background: Large language models (LLMs) such as ChatGPT have emerged as a
potentially powerful application in medicine. One of these strengths is the ability for ChatGPT …

Social determinants of health impacting adherence to diabetic retinopathy examinations

CX Cai, Y Li, SL Zeger, ML McCarthy - BMJ Open Diabetes Research …, 2021 - drc.bmj.com
Introduction This study evaluates the association of multidimensional social determinants of
health (SDoH) with non-adherence to diabetic retinopathy examinations. Research design …

Bidirectional Associations Between Mental Health Disorders and Chronic Diabetic Complications in Individuals With Type 1 or Type 2 Diabetes

M Watanabe, EL Reynolds, M Banerjee… - Diabetes …, 2024 - diabetesjournals.org
OBJECTIVE To determine bidirectional associations between the timing of chronic diabetes
complications (CDCs) and mental health disorders (MHDs) in individuals with type 1 or type …

Racial, ethnic, and socioeconomic disparities in glaucoma onset and severity in a diverse nationwide cohort in the United States

K Acuff, BR Saseendrakumar, JH Wu… - Journal of …, 2023 - journals.lww.com
Purpose: The purpose of this study was to analyze patterns of diagnosis coding usage and
validate epidemiologic patterns of glaucoma onset and severity among primary glaucoma …

Deep ocular phenoty** across primary open-angle glaucoma genetic burden

S Sekimitsu, D **
K Harrigian, T Tang, A Gonzales, CX Cai… - arxiv preprint arxiv …, 2023 - arxiv.org
Diabetic eye disease is a major cause of blindness worldwide. The ability to monitor relevant
clinical trajectories and detect lapses in care is critical to managing the disease and …

Identifying the mechanism of missingness for unspecified diabetic retinopathy disease severity in the electronic health record: an IRIS® Registry analysis

M Hatfield, TH Nguyen, R Chapman… - Journal of the …, 2023 - academic.oup.com
Observational studies of diabetic retinopathy (DR) using electronic health record data often
determine disease severity using International Classification of Disease (ICD) codes. We …