Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders

Nastaran Mohammadian Rad*, Twan van Laarhoven, Cesare Furlanello, Elena Marchiori

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Article number3533
Number of pages17
JournalSensors
Volume18
Issue number10
DOIs
Publication statusPublished - 19 Oct 2018

Keywords

  • novelty detection
  • deep learning
  • normative modeling
  • denoising autoencoders
  • Parkinson's disease
  • autism spectrum disorder
  • stereotypical motor movements
  • freezing of gait
  • ONE-CLASS SVM
  • ANOMALY DETECTION
  • WEARABLE SENSORS
  • GAIT
  • STATISTICS
  • SUPPORT

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