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"More than words" - Longitudinal linguistic changes in the works of a writer diagnosed with semantic dementia.

Yun Tae HwangCherie Strikwerda-BrownHashim El-OmarSiddharth RamananJohn R HodgesJames R BurrellOlivier PiguetMuireann Irish
Published in: Neurocase (2021)
Leveraging recent advances in automated language analysis and anovel statistical approach utilizing an independent control group, we explored changes in lexical output across two published works of a man diagnosed with semantic dementia. We found significant increase in adverb usage and decline in familiarity, meaningfulness, age of acquisition and co-occurrence probability over 2 years. Collectively, these indices suggest that WR's narrative structure became progressively simpler, lexically less sophisticated, and that words commonly associated together no longer appeared in close proximity. Our study illustrates how degeneration of the semantic knowledge base impacts the production, content, and quality of literary works.
Keyphrases
  • mild cognitive impairment
  • cognitive impairment
  • healthcare
  • machine learning
  • deep learning
  • high throughput
  • autism spectrum disorder
  • cross sectional
  • randomized controlled trial
  • quality improvement
  • data analysis