AIMC Topic: Synkinesis

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Diagnosing facial synkinesis using artificial intelligence to advance facial palsy care.

Scientific reports Jul 9, 2025
Facial palsy (FP) can lead to significant psychological and physical burdens such as facial synkinesis. This involuntary simultaneous movement of facial musculature remains challenging to diagnose and treat. This study aimed to develop a cost-effecti...
Humans Neural Networks, Computer Artificial Intelligence Algorithms Female Young Adult Adult Male Middle Aged Facial Paralysis Synkinesis
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The Auto-eFACE: Machine Learning-Enhanced Program Yields Automated Facial Palsy Assessment Tool.

Plastic and reconstructive surgery Feb 1, 2021
BACKGROUND: Facial palsy assessment is nonstandardized. Clinician-graded scales are limited by subjectivity and observer bias. Computer-aided grading would be desirable to achieve conformity in facial palsy assessment and to compare the effectiveness...
Humans Machine Learning Software Female Aged Aged, 80 and over Young Adult Adult Male Middle Aged Severity of Illness Index Diagnosis, Computer-Assisted Disability Evaluation Feasibility Studies Facial Paralysis Datasets as Topic Face Facial Asymmetry Photography Synkinesis
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