“…The following preoperative patient characteristics were chosen in advance as candidate predictors from clinical knowledge and previous research 3,4,[11][12][13] : age, gender, body mass index (BMI), number and position of implanted heart valves, hypertension (no/yes; treated or blood pressure Ͼ140/90 mm Hg), diabetes (no/yes; managed by diet, oral therapy, or insulin), renal failure (none or functioning transplant/creatinine Ͼ200 moL/dialysis dependency), respiratory disease (no/chronic obstructive pulmonary disease), ejection fraction (Ͻ30%/30% to 50%/Ͼ50%), arrhythmias (no/atrial fibrillation or heart block/ventricular tachycardia or fibrillation), active endocarditis (no/yes), operative priority (elective/urgent/emergency), operation sequence (previous sternotomy; first/second/third or more), concomitant CABG surgery (no/yes), concomitant tricuspid surgery (no/yes), valve regurgitation or stenosis (no/yes), left ventricular end-diastolic pressure and pulmonary artery wedge pressure, and aortic valve gradient.…”