Our Objective was to develop a mobile application for accurate diagnosis of FNP
What is Facial Nerve Palsy (FNP)?
- Facial nerve palsy is a common condition.
- Accurate assessment has prognostic significance.
- But, all widely used methods are subjective.
Our Objective was to develop a mobile application for accurate diagnosis of FNP
Why Mobile?
Our Solution
Conclusion
- Classification is highly correlated with physician assessment
- Stability to random permutation of training and test groups
- Robustness to multiple camera types and lighting conditions
Future Steps
- Wide clinical validation
- Regional grading
- Feature extraction without labels
- Semi-supervised learning
Collaboration:
Ofer Azoulay M.D.,
Doron Halperin M.D.
from Kaplan Medical Center