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"You Say Severe, I Say Mild": Toward an Empirical Classification of Dysarthria Severity.

Kaila L StipancicKira M PalmerHannah P RoweYana YunusovaJames D BerryJordan R Green
Published in: Journal of speech, language, and hearing research : JSLHR (2021)
Clinician severity ratings of dysarthric speech are reliable and valid. We discuss the underlying challenges that arise when selecting a stratification measure and offer recommendations for a classification scheme when stratifying patients and research participants into speech severity categories.
Keyphrases
  • end stage renal disease
  • machine learning
  • deep learning
  • ejection fraction
  • newly diagnosed
  • chronic kidney disease
  • peritoneal dialysis
  • early onset
  • patient reported outcomes
  • clinical practice