Smartphone-Based Artificial Intelligence-Assisted Prediction for Eyelid Measurements: Algorithm Development and Observational Validation Study

• Main Authors: Hung-Chang Chen (Author), Shin-Shi Tzeng (Author), Yen-Chang Hsiao (Author), Ruei-Feng Chen (Author), Erh-Chien Hung (Author), Oscar K Lee (Author)
• Format: Book
• Published: JMIR Publications, 2021-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundMargin reflex distance 1 (MRD1), margin reflex distance 2 (MRD2), and levator muscle function (LF) are crucial metrics for ptosis evaluation and management. However, manual measurements of MRD1, MRD2, and LF are time-consuming, subjective, and prone to human error. Smartphone-based artific...