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Postural transitions detection and characterization in healthy and patient populations using a single waist sensor.

Arash AtrsaeiFarzin DadashiClint HansenElke WarmerdamBenoît MarianiWalter MaetzlerKamiar Aminian
Published in: Journal of neuroengineering and rehabilitation (2020)
The sensor location around the waist did not affect the performance of the algorithm in detecting the sit-to-stand and stand-to-sit transitions. However, regarding the accuracy of the kinematic parameters, the sensors located on the sternum and L5 vertebrae demonstrated the highest reliability.
Keyphrases
  • body mass index
  • body weight
  • machine learning
  • case report
  • deep learning
  • loop mediated isothermal amplification
  • real time pcr
  • physical activity