Automated Recognition of Visual Acuity Measurements in Ophthalmology Clinical Notes Using Deep Learning

Automated Recognition of Visual Acuity Measurements in Ophthalmology Clinical Notes Using Deep Learning

Purpose: Visual acuity (VA) is a critical component of the eye examination but is often only documented in electronic health records (EHRs) as unstructured free-text notes, making it challenging to use in research. This study aimed to improve on existing rule-based algorithms by developing and evalu...

Olles dieđut

Bibliográfalaš dieđut
Váldodahkkit: Isaac A. Bernstein, BS, Abigail Koornwinder, BS, Hannah H. Hwang, BS, Sophia Y. Wang, MD, MS
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: Elsevier 2024-03-01
Ráidu:Ophthalmology Science
Fáttát:
Deep learning
Electronic health records
Natural language processing
Ophthalmology
Visual acuity
Liŋkkat:http://www.sciencedirect.com/science/article/pii/S2666914523001033

Interneahtta

http://www.sciencedirect.com/science/article/pii/S2666914523001033

Geahča maid