Development and validation of a Score for Preoperative Prediction of Obstructive Sleep Apnea (SPOSA) and its perioperative outcomes.
Christina H ShinStephanie D GrabitzFanny P TimmNoomi MuellerKhushi ChhanganiKarim LadhaScott DevineTobias KurthMatthias EikermannPublished in: BMC anesthesiology (2017)
SPOSA identifies patients at high risk for OSA using electronic medical record-derived data. High risk of OSA is associated with the occurrence of PRCs.
Keyphrases
- obstructive sleep apnea
- positive airway pressure
- end stage renal disease
- patients undergoing
- ejection fraction
- newly diagnosed
- chronic kidney disease
- risk assessment
- prognostic factors
- genome wide
- type diabetes
- electronic health record
- patient reported outcomes
- acute kidney injury
- dna methylation
- deep learning
- artificial intelligence