Performance assessment using mixed effects models: a case study on coronary patient care
N Grieco, F Ieva, AM Paganoni - IMA Journal of Management …, 2012 - academic.oup.com
Provider profiling is the process of evaluation of the performance of hospitals, doctors and
other medical practitioners in order to increase the quality of medical care. This paper …
other medical practitioners in order to increase the quality of medical care. This paper …
A Bayesian framework for describing and predicting the stochastic demand of home care patients
Home care providers are complex structures which include medical, paramedical and social
services delivered to patients at their domicile. High randomness affects the service delivery …
services delivered to patients at their domicile. High randomness affects the service delivery …
Semiparametric Bayesian models for clustering and classification in the presence of unbalanced in-hospital survival
Bayesian semiparametric logit models are fitted to grouped data related to in-hospital
survival outcome of patients hospitalized with an ST-segment elevation myocardial infarction …
survival outcome of patients hospitalized with an ST-segment elevation myocardial infarction …
A semiparametric bivariate probit model for joint modeling of outcomes in STEMI patients
In this work we analyse the relationship among in‐hospital mortality and a treatment
effectiveness outcome in patients affected by ST‐Elevation myocardial infarction. The main …
effectiveness outcome in patients affected by ST‐Elevation myocardial infarction. The main …
Designing and mining a multicenter observational clinical registry concerning patients with acute coronary syndromes
F Ieva - … , Therapeutic and Organizational Strategies for Acute …, 2013 - Springer
In this work we describe design, aims, and contents of the ST-segment Elevation Myocardial
Infarction (STEMI) Archive, which is a multicenter observational clinical registry planned …
Infarction (STEMI) Archive, which is a multicenter observational clinical registry planned …
Process indicators and outcome measures in the treatment of Acute Myocardial Infarction patients
In this chapter, clinical registries are used to model in‐hospital survival of acute myocardial
infarction patients, in order to classify providers' performances and to enable healthcare …
infarction patients, in order to classify providers' performances and to enable healthcare …
Statistical methods for classification in cardiovascular healthcare
F IEVA - 2012 - politesi.polimi.it
Since a strong attention has been devoted in the last decades to healthcare management for
social, medical and economical reasons, over recent years also the analysis, development …
social, medical and economical reasons, over recent years also the analysis, development …
Hospital clustering in the treatment of acute myocardial infarction patients via a Bayesian semiparametric approach
In this work, we develop Bayes rules for several families of loss functions for hospital report
cards under a Bayesian semiparametric hierarchical model. Moreover, we present some …
cards under a Bayesian semiparametric hierarchical model. Moreover, we present some …
Bayesian Variable selection for logit models with random intercept: application to STEMI dataset
F MAURI - 2010 - politesi.polimi.it
In questo elaborato di tesi abbiamo cercato di identificare quali possano essere le relazioni,
statisticamente significative, tra la variabile risposta sopravvivenza e le 13 covariate presenti …
statisticamente significative, tra la variabile risposta sopravvivenza e le 13 covariate presenti …
[PDF][PDF] Research Article A Semiparametric Bivariate Probit Model for Joint Modeling of Outcomes in STEMI Patients
In this work we analyse the relationship among in-hospital mortality and a treatment
effectiveness outcome in patients affected by ST-Elevation myocardial infarction. he main …
effectiveness outcome in patients affected by ST-Elevation myocardial infarction. he main …