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    Chapter and Conference Paper

    Analysis of Hospitalizations of Patients Affected by Chronic Heart Disease

    In this paper we present a Bayesian model to analyze sequences of hospitalizations of patients affected by chronic heart disease, focusing not only on the sequence but also on the times between two next events...

    Alice Parodi, Francesca Ieva… in The Contribution of Young Researchers to B… (2014)

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    Chapter and Conference Paper

    Bayesian Analysis and Prediction of Patients’ Demands for Visits in Home Care

    Home care (HC) providers are complex structures which include medical, paramedical, and social services delivered to patients at their domicile. High randomness affects the service delivery, mainly in terms of...

    Raffaele Argiento, Alessandra Guglielmi… in The Contribution of Young Researchers to B… (2014)

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    Chapter and Conference Paper

    Bayesian Nonparametric Predictive Modeling for Personalized Treatment Selection

    develop a Bayesian nonparametric predictive model to establish personalized therapeutic strategies for oncology patients. We leverage characteristics of both the patient and disease to support decision ma...

    Matteo Pedone, Raffaele Argiento… in New Frontiers in Bayesian Statistics (2022)

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    Chapter and Conference Paper

    Extended Stochastic Block Model with Spatial Covariates for Weighted Brain Networks

    In analyzing brain networks, it is of notable interest to cluster together nodes, representing brain regions, that share the same connectivity patterns, i.e., common parameters for the generative process of th...

    Valentina Ghidini, Sirio Legramanti… in Bayesian Statistics, New Generations New A… (2023)