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Model for prompt and effective classification of motion recovery after stroke considering muscle strength and coordination factors.

Álvaro Costa-GarcíaKen-Ichi OzakiHiroshi YamasakiMatti ItkonenFady Alnajjar SShotaro OkajimaMasanori TanimotoIzumi KondoShingo Shimoda
Published in: Journal of neuroengineering and rehabilitation (2019)
The clear dissociation between the coordination of muscles and the tuning of their strength demonstrates the importance of evaluating these factors in order to choose appropriate rehabilitation therapies. The model described in this research provides an efficient approach to promptly evaluate these factors through the use of two intuitive indexes.
Keyphrases
  • machine learning
  • deep learning
  • mass spectrometry