Online detection of freezing of gait with smartphones and machine learning techniques.
Sinziana MaziluMichael HardeggerZack ZhuDaniel RoggenGerhard TrösterMeir PlotnikJeffrey M. HausdorffPublished in: PervasiveHealth (2012)
Keyphrases
- object detection
- online learning
- automatic detection
- machine learning
- detection algorithm
- false positives
- false alarms
- mobile devices
- motion capture
- detection rate
- real time
- detection method
- anomaly detection
- pattern recognition
- gait analysis
- human identification
- human recognition
- mobile applications
- daily life
- machine learning methods