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Classification statistics of the Montreal Cognitive Assessment (MoCA): Are we interpreting the MoCA correctly?

Lauren N RatcliffeTaylor McDonaldBrittany RobinsonJohn R SassDavid W LoringKelsey C Hewitt
Published in: The Clinical neuropsychologist (2022)
Black participants were misclassified at a higher rate than White participants when applying the ≤26/30 cutoff score. We suggest cutoff scores of ≤25/30 be applied to White persons and ≤22/30 for Black persons. These findings highlight the need for racially stratified population-based norms given the high misclassification of Black participants without such adjustment.
Keyphrases
  • machine learning
  • deep learning
  • mild cognitive impairment