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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocenteIeva Francesca
QualificaProfessore associato a tempo pieno
Dipartimento d'afferenzaDipartimento di Matematica
Settore Scientifico DisciplinareSECS-S/01 - Statistica
Curriculum VitaeScarica il CV (449.67Kb - 19/01/2021)
OrcIDhttps://orcid.org/0000-0003-0165-1983

Contatti
Orario di ricevimento
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Matematica--626MercoledìDalle 13:45
Alle 15:15
02.2399.4578--E' necessario concordare anticipatamente i ricevimenti tramite e-mail.
E-mailfrancesca.ieva@polimi.it
Pagina web redatta a cura del docentehttps://sites.google.com/view/francesca-ieva/home

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021
Nessun prodotto attualmente registrato nell'anno 2021


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Modeling the Effect of Recurrent Events on Time-to-event Processes by Means of Functional Data (Mostra >>)
Proton-Pump Inhibitor Provider Profiling via Funnel Plots and Poisson Regression (Mostra >>)
Contributo in Atti di convegno
A functional approach to study the relationship between dynamic covariates and survival outcomes: an application to a randomized clinical trial on osteosarcoma (Mostra >>)
Generalized Mixed Effects Random Forest: does Machine Learning help in predicting university student dropout? (Mostra >>)
Impact of time-dependent medication adherence on Heart Failure patients using a joint modelling framework (Mostra >>)
Including dynamic covariates in survival models via Functional Data Analysis: an application to osteosarcoma (Mostra >>)
Modeling the effect of dynamic covariates on time-to-event processes via Functional Data Analysis (Mostra >>)
PET radiomics-based lesions representation in Hodgkin lymphoma patients (Mostra >>)
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences (Mostra >>)
Monografie o trattati scientifici
Eserciziario di Statistica Inferenziale (Mostra >>)
Articoli su riviste
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort (Mostra >>)
Adherence to Disease-Modifying Therapy in Patients Hospitalized for HF: Findings from a Community-Based Study (Mostra >>)
Component-wise outlier detection methods for robustifying multivariate functional samples (Mostra >>)
Data mining application to healthcare fraud detection: a two-step unsupervised clustering method for outlier detection with administrative databases (Mostra >>)
Dynamic monitoring of the effects of adherence to medication on survival in Heart Failure patients: a joint modelling approach exploiting time-varying covariates (Mostra >>)
Evaluating the effect of healthcare providers on the clinical path of heart failure patients through a semi-Markov, multi-state model (Mostra >>)
Joint modelling of recurrent events and survival: a Bayesian nonparametric approach (Mostra >>)
Methodological framework for radiomics applications in Hodgkin’s lymphoma (Mostra >>)
Number of lung resections performed and long-term mortality rates of patients after lung cancer surgery: evidence from an Italian investigation (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Traduzione di libro
Statistica Medica (Mostra >>)
Abstract in Atti di convegno
Data Mining Application to Healthcare Fraud Detection: Two-Step Unsupervised Clustering Method for Outlier Detection with Administrative Databases (Mostra >>)
Poster
Investigating the role of proteinuria in renal disease: A real-world clinical case study (Mostra >>)
Contributo in Atti di convegno
Are Real World Data the smart way of doing Health Analytics? (Mostra >>)
Classification of Italian classes via bivariate semiparametric multilevel models (Mostra >>)
Hospital effect on 3-years-survival in patients undergone to lung tumor surgery: a real-world study. (Mostra >>)
Joint Models: a smart way to include functional data in healthcare analytics (Mostra >>)
Articoli su riviste
A k-means procedure based on a Mahalanobis type distance for clustering multivariate functional data (Mostra >>)
Adherence to recommendations and clinical outcomes of patients hospitalized for stroke: the role of the admission ward - a real-life investigation from Italy (Mostra >>)
Comparing methods for comparing networks (Mostra >>)
Semiparametric mixed-effects models for unsupervised classification of Italian schools (Mostra >>)
roahd Package: Robust Analysis of High Dimensional Data (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2018 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A simulation study on the use of response-adaptive randomized designs. (Mostra >>)
Investigating the effect of drugs consumption on survival outcome of Heart Failure patients using joint models: a case study based on regional administrative data. (Mostra >>)
Multi-State model with nonparametric discrete frailty. (Mostra >>)
Optical Quantification of Collagen and Breast Cancer: Lesion Classification and Risk Estimate (Mostra >>)
Target dosages and adherence to PolyPharmacy therapy: a case study based on a regional real-world HF community (Mostra >>)
Unsupervised clustering of Italian schools via non-parametric multilevel models. (Mostra >>)
Articoli su riviste
A multi-state approach to patients affected by chronic heart failure (Mostra >>)
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction (Mostra >>)
Network analysis of comorbidity patterns in Heart Failure patients using administrative data. (Mostra >>)
Non-parametric frailty Cox models for hierarchical time-to-event data (Mostra >>)
Regional variation in hospitalisation and mortality in heart failure: comparison of England and Lombardy using multistate modelling (Mostra >>)
STATISTICAL ASSESSMENT AND CALIBRATION OF NUMERICAL ECG MODELS (Mostra >>)
Statistical Medical Fraud Assessment: Exposition to an Emerging Field (Mostra >>)
Urn models for response-adaptive randomized designs: a simulation study based on a nonadaptive randomized trial (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2017 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributi su volumi (Capitolo o Saggio)
Using statistical analytics to study school performance through administrative datasets (Mostra >>)
Articoli su riviste
Bivariate multilevel models for the analysis of mathematics and reading pupils' achievements (Mostra >>)
Critical values improvement for the standard normal homogeneity test by combining Monte Carlo and regression approaches (Mostra >>)
Dynamic clustering of hazard functions: an application to disease progression in chronic heart failure (Mostra >>)
Heterogeneity, school-effects and the North/South achievement gap in Italian secondary education: evidence from a three-level mixed model (Mostra >>)
Multi state modelling of Heart Failure care path: a population-based investigation from Italy. (Mostra >>)
Multi-state modelling of repeated hospitalisation and death in patients with heart failure: The use of large administrative databases in clinical epidemiology (Mostra >>)
Non-invasive optical estimate of tissue composition to differentiate malignant from benign breast lesions: A pilot study (Mostra >>)
On linear regression models in infinite dimensional spaces with scalar response (Mostra >>)
On the Use of the Concentration Function in Medical Fraud Assessment. (Mostra >>)
Statistical inference for stochastic processes: Two sample hypothesis tests (Mostra >>)
Trends in heart failure hospitalizations, patient characteristics, in-hospital and 1-year mortality: A population study, from 2000 to 2012 in Lombardy (Mostra >>)
manifesti v. 3.4.7 / 3.4.7
Area Servizi ICT
21/01/2021