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 …

A Bayesian framework for describing and predicting the stochastic demand of home care patients

R Argiento, A Guglielmi, E Lanzarone… - Flexible Services and …, 2016 - Springer
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 …

Semiparametric Bayesian models for clustering and classification in the presence of unbalanced in-hospital survival

A Guglielmi, F Ieva, AM Paganoni… - Journal of the Royal …, 2014 - academic.oup.com
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 …

A semiparametric bivariate probit model for joint modeling of outcomes in STEMI patients

F Ieva, G Marra, AM Paganoni… - … methods in medicine, 2014 - Wiley Online Library
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 …

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 …

Process indicators and outcome measures in the treatment of Acute Myocardial Infarction patients

A Guglielmi, F Ieva, AM Paganoni… - Statistical Methods in …, 2012 - Wiley Online Library
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 …

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 …

Hospital clustering in the treatment of acute myocardial infarction patients via a Bayesian semiparametric approach

A Guglielmi, F Ieva, AM Paganoni, F Ruggeri - Statistical Models for Data …, 2013 - Springer
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 …

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 …

[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 …