Hospital clustering in the treatment of acute myocardial infarction patients via a bayesian semiparametric approach (Contributo in atti di convegno)

Type
Label
  • Hospital clustering in the treatment of acute myocardial infarction patients via a bayesian semiparametric approach (Contributo in atti di convegno) (literal)
Anno
  • 2013-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1007/978-3-319-00032-9-17 (literal)
Alternative label
  • Guglielmi A.; Ieva F.; Paganoni A.M.; Ruggeri F. (2013)
    Hospital clustering in the treatment of acute myocardial infarction patients via a bayesian semiparametric approach
    in 8th Biannual Meeting of the Classification and Data Analysis Group, CLADAG 2011, Pavia, 1/09/2011
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Guglielmi A.; Ieva F.; Paganoni A.M.; Ruggeri F. (literal)
Pagina inizio
  • 141 (literal)
Pagina fine
  • 149 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url
  • http://link.springer.com/chapter/10.1007%2F978-3-319-00032-9_17# (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume
  • Statistical Models for Data Analysis (literal)
Note
  • Scopu (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milan, Italy; CNR, IMATI Milano, Via Bassini 15, 20133 Milan, Italy (literal)
Titolo
  • Hospital clustering in the treatment of acute myocardial infarction patients via a bayesian semiparametric approach (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn
  • 978-3-319-00031-2 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#curatoriVolume
  • Paolo Giudici, Salvatore Ingrassia, Maurizio Vichi (literal)
Abstract
  • 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 robustness analysis with respect to the choice of the loss function, focusing on the number of hospitals our procedure identifies as \"unacceptably performing\". The analysis is carried out on a case study dataset arising from MOMI2 (Month MOnitoring Myocardial Infarction in MIlan) survey on patients admitted with ST-Elevation Myocardial Infarction to the hospitals of Milan Cardiological Network. The major aim of this work is the ranking of the health-care providers performances, together with the assessment of the role of patients' and providers' characteristics on survival outcome. © Springer International Publishing Switzerland 2013. (literal)
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