… from a pre-surgery assessment clinic at St. George’s Hospital, … use in cardiac surgery caregivers
[15] and it has been used … In the hierarchical regression analyses, we first examined the …

… P-scores were used to estimate hierarchies of efficacy and … (ii) because the use of platelet
function tests results in a delay … , many centres are still not familiar with the use of tools to guide …

… The study was conducted at 2 centers in Italy (Ferrara and … artery, previous coronary artery
bypass graft, atrial fibrillation, … The treatment effect was estimated by hierarchical modeling …

… We used hierarchical models, propensity score (PS) matching, and inverse probability …
hospitals or HCFs. The existing standard single-level models, frequently used in outcome studies, …

… level, evaluating also coronary artery bypass grafting (CABG) and … variances were used to
construct a hierarchical summary … to the likelihood ratios in the center, and then to the posterior …

… , which implies that the whole hierarchy must be adjusted according … : patients undergoing
CABG surgery after an emergency … , this study successfully labeled unplanned cardiac surgery …

… CABG procedures if, in 2010, that hospital had a catheterization lab and cardiothoracic
surgery … We estimated hierarchical models that incorporate the multilevel structure of the data (…

… , cardiac surgery units are connected with cardiology units in … through the websites of hospitals
that, in Italy, are mandated … the two regions suggests that hierarchy is more effective than …

… surgery procedure in the overall cohort was CABG (49%, … and revenue center for most hospitals
and effective use of capacity … In conclusion, ML technologies based on specific individual …

… to expected outcomes at the individual hospitals. Vizient (… myocardial infarction, coronary
artery bypass graft, heart failure, … -based hierarchical models to predict adverse outcomes. …