Emergency Department Management of Chest Pain With a High-Sensitivity Troponin-Enabled 0/1-Hour Rule-Out Algorithm.

Nicholas J BevinsHyojin ChaeJacqueline A HubbardEdward M CastilloVaishal M ToliaLori B DanielsRobert L Fitzgerald

Published in: American journal of clinical pathology (2021)

Implementation of the hsTnT algorithm was associated with decreased 30-day return rates and decreased ED LOS for a subset of patients, despite incomplete adoption of the 0/1-hour algorithm.

Keyphrases

emergency department
machine learning
deep learning
end stage renal disease
blood pressure
chronic kidney disease
newly diagnosed
healthcare
prognostic factors
neural network
quality improvement