Natural language processing for automated annotation of medication mentions in primary care visit conversations.

Craig H GanoeWeiyi WuPaul J BarrWilliam HaslettMichelle D DannenbergKyra L BonasiaJames C FinoraJesse A SchoonmakerWambui M OnsandoJames RyanGlyn ElwynMartha L BruceAmar K DasSaeed Hassanpour

Published in: JAMIA open (2021)

Integration of our annotation system with clinical recording applications has the potential to improve patients' understanding and recall of key information from their clinic visits, and, in turn, to positively impact health outcomes.

Keyphrases

primary care
end stage renal disease
newly diagnosed
ejection fraction
chronic kidney disease
autism spectrum disorder
prognostic factors
high throughput
emergency department
risk assessment
sensitive detection
patient reported outcomes
health information