Subspecialty hub
Oculoplastics
AI/ML in eyelid, orbit, lacrimal, and periorbital aesthetic care.
Last full search · 2025-07-15 Next full search · 2026-07-15 Continuous submissions open
Models (3)
Strabismus AI Platform (corneal light-reflection)
Mao K. (2021) · China
Classification CNN External photo Quality: Moderate (47/100) Externally validated
AUC 0.98 (prospective); deviation r 0.95–0.98 vs. clinical exam
PeriorbitAI
Van Brummen A. (2021) · United States
Measurement/Regression CNN External photo Quality: Moderate (54/100) Externally validated
Dice 0.82–0.96; ICC 0.90–0.95 vs. human graders; MAE ~0.5–2 mm
Materialise Mimics + Planmeca Romexis (orbital trauma)
Shhadeh A. (2025) · Israel
Segmentation Commercial API CT Quality: Low (29/100) Regulator-cleared
DSC 0.92–0.93 vs. semi-automated; ~10 min (AI) vs. ~63 min (manual)