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Screening for degenerative cervical myelopathy with the 10-second grip-and-release test using a smartphone and machine learning: A pilot study.

Takuya IbaraRyota MatsuiTakafumi KoyamaEriku YamadaAkiko YamamotoKazuya TsukamotoHidetoshi KaburagiAkimoto NimuraToshitaka YoshiiAtsushi OkawaHideo SaitoYuta SugiuraKoji Fujita
Published in: Digital health (2023)
The proposed model could be a helpful screening tool for DCM as it showed excellent performance and high usability for community-dwelling people and non-spine surgeons.
Keyphrases
  • community dwelling
  • machine learning
  • spinal cord
  • quality improvement
  • electronic health record
  • health information
  • artificial intelligence
  • thoracic surgery
  • deep learning
  • big data
  • healthcare