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Are smartphones and machine learning enough to diagnose tremor?

Arjun BalachandarMusleh AlgarniLais OliveiraLuca MarsiliAristide MerolaAndrea SturchioAlberto J EspayWilliam D HutchisonAniruddh BalasubramaniamFrank RudziczAlfonso Fasano
Published in: Journal of neurology (2022)
Machine learning classifiers achieved a high accuracy of PD, however moderate accuracy of ET, and poor accuracy of DT classification. This underscores the difficulty of using AI to classify some tremors due to lack of specificity in clinical and neuropathological features, reinforcing that they may represent overlapping syndromes.
Keyphrases
  • machine learning
  • artificial intelligence
  • deep learning
  • big data
  • high intensity