Verbal fluency embedding-based impairment score

1. Verbal fluency embedding-based impairment score predicts incident cognitive impairment in humans (β=5.45, p <0.05).

   “our novel vector‐based scores were significant predictors (animal: β=5.45, p <0.05; letter: β=5.50, p <0.01) for future ICI after controlling for demographics and VF raw score.”

   Humans

   Discriminating Cognitive Stability from Incident Impairment with Verbal Fluency Scores Derived from Sentence Transformers

   AAIC 2025 abstract·23 Dec 2025

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