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Achieving Rapid Blood Pressure Control With Digital Therapeutics: Retrospective Cohort and Machine Learning Study.

Nicole L GuthrieMark A BermanKatherine L EdwardsKevin J AppelbaumSourav DeyJason CarpenterDavid Miles EisenbergDavid L Katz
Published in: JMIR cardio (2019)
Reductions in blood pressure were observed in adults with hypertension who used the digital therapeutic. The degree of blood pressure reduction was clinically meaningful and achieved rapidly by a majority of the studied participants. Greater improvement was observed in participants with more severe hypertension at baseline. A successful proof of concept for using machine learning to predict intervention completion was presented.
Keyphrases
  • blood pressure
  • hypertensive patients
  • machine learning
  • heart rate
  • randomized controlled trial
  • small molecule
  • big data
  • adipose tissue
  • skeletal muscle
  • drug induced