Using Machine Learning to Identify Ophthalmology Subspecialty Care and Advance Workforce Research with the IRIS® Registry (Intelligent Research in Sight).
Jeon Ju Hyun, Lee Ju-Yeun, Elze Tobias, Miller Joan W, Lorch Alice C, Ong Mei-Sing et al.
Machine learning models accurately identified ophthalmology subspecialists from IRIS Registry data, especially using procedure codes. This can help understand ophthalmic workforce trends and inform eye care policy.