Identification of hospitalized tracheostomy and ventilator dependent patients in administrative data.

Barbara K GiambraColleen MangeotDan T BenscoterMaria T Britto

Published in: Pediatric pulmonology (2018)

This new algorithm can be used to reliably identify and further study healthcare utilization by this population of patients with established tracheostomy and ventilator dependence. In addition, future work can determine the applicability of this algorithm to other administrative datasets.

Keyphrases

mechanical ventilation
healthcare
end stage renal disease
machine learning
acute respiratory distress syndrome
deep learning
newly diagnosed
chronic kidney disease
ejection fraction
prognostic factors
peritoneal dialysis
electronic health record
big data
patient reported outcomes
patient reported