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Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit.

Julià CampsAlbert SamàMario MartínDaniel Rodríguez MartínCarlos Pérez-LópezJuan-Manuel Moreno ArósteguiJoan CabestanyAndreu CatalàSheila AlcaineBerta MestreAnna PratsMaria C. Crespo-MaraverTimothy J. CounihanPatrick BrowneLeo R. QuinlanGearóid Ó LaighinDean SweeneyHadas LewyGabriel VainsteinAlberto CostaRoberta Annicchiarico
Published in: Knowl. Based Syst. (2018)
Keyphrases
  • deep learning
  • unsupervised learning
  • machine learning
  • object detection
  • activity recognition
  • inertial measurement unit
  • mental models
  • computer vision
  • multiscale
  • higher order
  • motion capture
  • inertial sensors