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Use of Dynamic, Automated Facial Analysis in Quantifying Oral-Ocular Synkinesis
Angela Renne1, Jeffrey Heaton2, Adeeb Derakhshan3
1Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins School of Medicine, Baltimore, Maryland, USA.
Facial Plastic Surgery & Aesthetic Medicine
|December 29, 2025
Summary
Dynamic facial tracking quantifies oral-ocular synkinesis in idiopathic facial paralysis (IFP). Puckering movements reveal significant palpebral fissure asymmetry, aiding treatment planning.
Area of Science:
- Ophthalmology
- Neurology
- Biomedical Engineering
Background:
- Oral-ocular synkinesis frequently follows idiopathic facial paralysis (IFP).
- Objective, dynamic quantification of palpebral fissure changes in IFP is limited.
- Existing methods lack dynamic assessment of synkinesis-related eye movement abnormalities.
Purpose of the Study:
- To objectively measure palpebral fissure changes in IFP patients using automated facial tracking.
- To quantify dynamic, expression-specific oral-ocular coordination deficits.
- To establish a novel, objective method for assessing synkinesis severity.
Main Methods:
- A case-control study involving 12 controls and 30 IFP patients with synkinesis.
- Novel video-based facial tracking software assessed palpebral fissure dimensions.
- Measurements were taken at rest and during smile, laugh, and pucker expressions.
Main Results:
- Puckering demonstrated the most significant asymmetry (p < 0.001), with greater palpebral fissure reduction on the paralyzed side.
- No significant asymmetry was found during smile or laugh expressions.
- Dynamic modeling indicated puckering caused the fastest, largest decline in palpebral fissure symmetry (slope = -0.196, p < 0.001).
Conclusions:
- Dynamic facial tracking accurately quantifies expression-specific oral-ocular coordination disruptions in IFP.
- Puckering is a key indicator of synkinesis-related palpebral fissure asymmetry.
- This objective data can inform treatment strategies and patient counseling for IFP.

