[HTML][HTML] Use of hierarchical models to evaluate performance of cardiac surgery centres in the Italian CABG outcome study

P D'Errigo, ME Tosti, D Fusco, CA Perucci… - BMC medical research …, 2007 - Springer
Background Hierarchical modelling represents a statistical method used to analyze nested
data, as those concerning patients afferent to different hospitals. Aim of this paper is to build …

The Italian CABG Outcome Study: short-term outcomes in patients with coronary artery bypass graft surgery

F Seccareccia, CA Perucci, P D'Errigo… - European journal of …, 2006 - academic.oup.com
Objective: During the last decade, a worldwide growing interest in evaluating performance of
health services through 'outcome studies' took place. This study started in early 2002 and …

Comparison between administrative and clinical databases in the evaluation of cardiac surgery performance

S Rosato, P D'Errigo, G Badoni, D Fusco… - Giornale Italiano di …, 2008 - europepmc.org
Background The availability of two contemporary sources of information about coronary
artery bypass graft (CABG) interventions, allowed 1) to verify the feasibility of performing …

Comparison between an empirically derived model and the EuroSCORE system in the evaluation of hospital performance: the example of the Italian CABG Outcome …

P D'Errigo, F Seccareccia, S Rosato… - European journal of …, 2008 - academic.oup.com
Objectives: To compare the risk-adjustment model empirically derived from the 'Italian CABG
Outcome Project'with that of the additive and logistic EuroSCORE in terms of accuracy …

Assessing open heart surgery mortality in Catalonia (Spain) through a predictive risk model.

JM Pons, A Granados, JA Espinas… - European journal of …, 1997 - europepmc.org
Objective To develop a risk stratification model to assess open heart surgery mortality in
Catalonia (Spain) in order to use risk-adjusted hospital mortality rates as an approach to …

Cardiac surgical mortality: comparison among different additive risk-scoring models in a multicenter sample

JMV Pons, JA Espinas, JM Borras, V Moreno… - Archives of …, 1998 - jamanetwork.com
Objective To compare the performance of several risk-scoring models to predict surgical
mortality following open heart surgery. Design A prospective observational study. Setting …

Predicting risk-adjusted mortality for CABG surgery: logistic versus hierarchical logistic models

EL Hannan, C Wu, ER DeLong, SW Raudenbush - Medical care, 2005 - journals.lww.com
Background: In recent years, several studies in the medical and health service research
literature have advocated the use of hierarchical statistical models (multilevel models or …

Dynamic prediction modeling approaches for cardiac surgery

GL Hickey, SW Grant, C Caiado, S Kendall… - … Quality and Outcomes, 2013 - Am Heart Assoc
Background—The calibration of several cardiac clinical prediction models has deteriorated
over time. We compare different model fitting approaches for in-hospital mortality after …

Importance of risk stratification models in cardiac surgery

P Kolh - European heart journal, 2006 - academic.oup.com
Conclusions There is a significant variation in patients risk profile and surgical strategy both
within Europe and across the Atlantic. Therefore, it is not appropriate to assess the quality of …

Intra-institutional prediction of outcome after cardiac surgery: comparison between a locally derived model and the EuroSCORE

O Pitkänen, M Niskanen, S Rehnberg… - European journal of …, 2000 - academic.oup.com
Objective: To construct models for predicting mortality, morbidity and length of intensive care
unit (ICU) stay after cardiac surgery and to compare the performance of these models with …