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Using natural language processing to link patients' narratives to visual capabilities and sentiments.

Dongcheng HeSusana T L Chung
Published in: Optometry and vision science : official publication of the American Academy of Optometry (2024)
Despite our limited dataset, our results show that the proposed framework was able to extract the semantic patterns stored in medical narratives and to predict patients' sentiments and quality of vision.
Keyphrases
  • end stage renal disease
  • ejection fraction
  • newly diagnosed
  • chronic kidney disease
  • healthcare
  • peritoneal dialysis
  • prognostic factors
  • patient reported outcomes