Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders

Nastaran Mohammadian Rad*, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)180-191
Number of pages12
JournalSignal Processing
Volume144
DOIs
Publication statusPublished - Mar 2018

Keywords

  • Convolutional neural networks
  • Long short-term memory
  • Transfer learning
  • Ensemble learning
  • Wearable sensors
  • Autism spectrum disorders
  • CHILDREN
  • RECOGNITION
  • BEHAVIOR
  • ACCELEROMETRY
  • NETWORKS
  • MODELS
  • TERM

Cite this

Rad, N. M., Kia, S. M., Zarbo, C., van Laarhoven, T., Jurman, G., Venuti, P., ... Furlanello, C. (2018). Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders. Signal Processing, 144, 180-191. https://doi.org/10.1016/j.sigpro.2017.10.011