Deep Learning-Driven Glaucoma Medication Bottle Recognition: A Multilingual Clinical Validation Study in Patients with Impaired Vision.

Journal: Ophthalmology science
Published Date: Mar 7, 2025

Abstract

OBJECTIVE: To clinically validate a convolutional neural network (CNN)-based Android smartphone app in the identification of topical glaucoma medications for patients with glaucoma and impaired vision.

Authors

  • Aidin C Spina
    School of Medicine, University of California, Irvine, California.
  • Christopher D Yang
    School of Medicine, University of California, Irvine, California.
  • Ayush Jain
    Google Health, Palo Alto, CA, USA.
  • Christine Ha
    Department of Ophthalmology, Gavin Herbert Eye Institute, University of California, Irvine, California.
  • Lauren E Chen
    Department of Ophthalmology, Gavin Herbert Eye Institute, University of California, Irvine, California.
  • Philina Yee
    Department of Ophthalmology, Gavin Herbert Eye Institute, University of California, Irvine, California.
  • Ken Y Lin
    Gavin Herbert Eye Institute, Department of Ophthalmology, UC Irvine School of Medicine, Irvine, California; Department of Biomedical Engineering, University of California, Irvine, California. Electronic address: linky@hs.uci.edu.

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