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Titolo Data di pubblicazione Autori File
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects 1-gen-2024 C. MasciF. IevaA. M. Paganoni
Clustering Italian medical texts: a case study on referrals 1-gen-2023 V. TorriF. Ieva +
The FDA contribution to Health Data Science 1-gen-2023 Francesca Ieva
Learning high-order interactions for polygenic risk prediction 1-gen-2023 Franco N. R.Manzoni A.Paganoni A. M.Ieva F.Zunino P. +
The impact of public transport on the diffusion of COVID-19 pandemic in Lombardy during 2020 1-gen-2023 Ieva, FrancescaGalliani, GretaSecchi, Piercesare
Ask Your Data - Supporting Data Science Processes by Combining AutoML and Conversational Interfaces 1-gen-2023 Pido’, SaraPinoli, PietroCrovari, PietroIeva, FrancescaGarzotto, FrancaCeri, Stefano
Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data 1-gen-2023 Cavinato, LaraMassi, Michela CarlottaIeva, Francesca +
Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction 1-gen-2023 Cavinato, LaraGozzi, NoemiIeva, Francesca +
Polimi at CLinkaRT: a Conditional Random Field vs a BERT-based approach 1-gen-2023 V. TorriF. Ieva
Radiomics-Based Inter-Lesion Relation Network to Describe [18F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer 1-gen-2023 Cavinato L.Ragni A.Ieva F. +
A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation 1-gen-2023 Andrea CappozzoFrancesca Ieva +
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma 1-gen-2023 Cavinato, LaraZunino, PaoloManzoni, AndreaIeva, Francesca +
A novel statistical-significance based semi-parametric GLMM for clustering countries standing on their innumeracy levels 1-gen-2023 A. RagniC. MasciF. IevaA. M. Paganoni
Detecting early signals of COVID-19 outbreaks in 2020 in small areas by monitoring healthcare utilisation databases: first lessons learned from the Italian Alert_CoV project 1-gen-2023 Ieva F. +
Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible 1-gen-2023 Cavinato, LaraIeva, Francesca +
Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics 1-gen-2023 Archetti A.Ieva F.Matteucci M.
Risk Narratives on Immigration During the COVID-19 Crisis in Italy: A Comparative Analysis of Facebook Posts Published by Politicians and by News media 1-gen-2023 Pierri, FrancescoIeva, FrancescaCeri, Stefano +
Mixed-effects high-dimensional multivariate regression via group-lasso regularization 1-gen-2022 A. CappozzoF. Ieva +
Semi-parametric generalized linear mixed effects models for binary response for the analysis of heart failure hospitalizations 1-gen-2022 A. RagniC. MasciF. IevaA. M. Paganoni
AWavelet-mixed Effect Landmark Model for the Effect of Potassium and Biomarkers Profiles on Survival in Heart Failure Patients 1-gen-2022 C. GregorioG. BarbatiF. Ieva
A neural network approach to survival analysis with time-dependent covariates for modelling time to cardiovascular diseases 1-gen-2022 F. CorsoA. Lurani CernuschiC. MasciA. M. PaganoniF. Ieva +
Multinomial Multilevel Models with Discrete Random Effects: a Multivariate Clustering Tool 1-gen-2022 C. MasciF. IevaA. M. Paganoni
Semiparametric Multinomial Mixed-Effects Models: a University Student Profiling Tool 1-gen-2022 C. MasciF. IevaA. M. Paganoni
Optimal timing of bone-marrow transplant in myelodysplastic syndromes through multi-state modeling and microsimulation 1-gen-2022 C. GregorioM. SpreaficoF. Ieva
Personalised effect of discontinuing treatment in heart failure patients through multi-state modeling 1-gen-2022 C. GregorioG. BarbatiF. Ieva
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma 1-gen-2022 Spreafico, MartaIeva, FrancescaFiocco, Marta
Distant supervision for imaging-based cancer sub-typing in Intrahepatic Cholangiocarcinoma 1-gen-2022 Cavinato, LIeva, F +
Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance 1-gen-2022 Cavinato L.Pegoraro M.Ragni A.Ieva F. +
Oligoscore: a clinical score to predict overall survival in patients with oligometastatic disease treated with stereotactic body radiotherapy 1-gen-2022 Ieva, Francesca +
PET/CT‑based radiomics of mass‑forming intrahepatic cholangiocarcinoma improves prediction of pathology data and survival 1-gen-2022 C. MasciF. Ieva +
A blood DNA methylation biomarker for predicting short-term risk of cardiovascular events 1-gen-2022 Cappozzo, AndreaIeva, Francesca +
A Deep Survival EWAS approach estimating risk profile based on pre-diagnostic DNA methylation: An application to breast cancer time to diagnosis 1-gen-2022 Massi, Michela CarlottaDominoni, LorenzoIeva, Francesca +
Quantitative depth-based [18F]FMCH-avid lesion profiling in prostate cancer treatment 1-gen-2021 Cavinato, LaraRagni, AlessandraIeva, Francesca +
Functional representation of potassium trajectories for dynamic monitoring of Heart Failure patients 1-gen-2021 C. GregorioG. BarbatiF. Ieva
Interpretability and interaction learning for logistic regression models 1-gen-2021 N. R. FrancoM. C. MassiF. IevaA. M. Paganoni
Cross-Subject EEG Channel Selection for the Detection of Predisposition to Alcoholism 1-gen-2021 M. MassiF. Ieva
Virtual biopsy in action: a radiomic-based model for CALI prediction 1-gen-2021 Francesca IevaGiulia BaroniLara CavinatoChiara Masci +
Performing Learning Analytics via Generalised Mixed-Effects Trees 1-gen-2021 C. MasciF. IevaA. M. Paganoni +
Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification 1-gen-2021 Massi, Michela C.Ieva, Francesca
Feature selection for imbalanced data with deep sparse autoencoders ensemble 1-gen-2021 Massi, Michela CarlottaIeva, FrancescaPaganoni, Anna Maria +
[18F]FMCH PET/CT biomarkers and similarity analysis to refine the definition of oligometastatic prostate cancer 1-gen-2021 Cavinato, LaraIeva, FrancescaRagni, Alessandra +
Novel longitudinal Multiple Overall Toxicity (MOTox) score to quantify adverse events experienced by patients during chemotherapy treatment: a retrospective analysis of the MRC BO06 trial in osteosarcoma 1-gen-2021 M. SpreaficoF. IevaF. ArlatiF. CapelloF. FatoneF. Fedeli +
Modelling longitudinal latent toxicity profiles evolution in osteosarcoma patients 1-gen-2021 M. SpreaficoF. Ieva +
Recurrence-specific supervised graph clustering for subtyping Hodgkin Lymphoma radiomic phenotypes 1-gen-2021 Cavinato, LGozzi, NIeva, F +
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment 1-gen-2021 Clementi LetiziaGregorio CaterinaSavare LauraIeva FrancescaSantambrogio M. D.Sangalli L. M.
Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity 1-gen-2021 Franco, Nicola RaresMassi, Michela CarlottaIeva, FrancescaManzoni, AndreaPaganoni, Anna MariaZunino, Paolo +
Early-predicting dropout of university students: an application of innovative multilevel machine learning and statistical techniques 1-gen-2021 M. CannistràC. MasciF. IevaA. M. PaganoniT. Agasisti
Dynamic monitoring of the effects of adherence to medication on survival in Heart Failure patients: a joint modelling approach exploiting time-varying covariates 1-gen-2021 M. SpreaficoF. Ieva
PH-0656 Prediction of toxicity after prostate cancer RT: the value of a SNP-interaction polygenic risk score 1-gen-2021 Massi, M.Franco, N.Ieva, F.Manzoni, A.Paganoni, A.Zunino, P. +
Multinomial semiparametric mixed-effects model for profiling engineering university students 1-gen-2021 C. MasciF. IevaA. M. Paganoni
Functional modeling of recurrent events on time‐to‐event processes 1-gen-2021 M. SpreaficoF. Ieva
Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients 1-gen-2021 C. MasciF. IevaT. AgasistiA. M. Paganoni
Virtual Biopsy for Diagnosis of Chemotherapy-Associated Liver Injuries and Steatohepatitis: A Combined Radiomic and Clinical Model in Patients with Colorectal Liver Metastases 1-gen-2021 Cavinato, LaraMasci, ChiaraIeva, Francesca +
Chemotherapy-Associated Liver Injuries: Unmet Needs and New Insights for Surgical Oncologists 1-gen-2021 Ieva, Francesca +
Generalized mixed-effects random forest: A flexible approach to predict university student dropout 1-gen-2021 Massimo PellagattiChiara MasciFrancesca IevaAnna M. Paganoni
Impact of time-dependent medication adherence on Heart Failure patients using a joint modelling framework 1-gen-2020 M. SpreaficoF. Ieva
Including dynamic covariates in survival models via Functional Data Analysis: an application to osteosarcoma 1-gen-2020 M. SpreaficoF. Ieva +
Generalized Mixed Effects Random Forest: does Machine Learning help in predicting university student dropout? 1-gen-2020 M. PellagattiC. MasciF. IevaA. M. Paganoni
PET radiomics-based lesions representation in Hodgkin lymphoma patients 1-gen-2020 Cavinato, Lara.Ieva, Francesca +
A functional approach to study the relationship between dynamic covariates and survival outcomes: an application to a randomized clinical trial on osteosarcoma 1-gen-2020 M. SpreaficoF. Ieva +
Modeling the effect of dynamic covariates on time-to-event processes via Functional Data Analysis 1-gen-2020 F. IevaM. SpreaficoD. Burba
Proton-Pump Inhibitor Provider Profiling via Funnel Plots and Poisson Regression 1-gen-2020 Dario Delle VedoveFrancesca IevaAnna Maria Paganoni
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences 1-gen-2020 Franco, Nicola RaresMassi, Michela CarlottaIeva, FrancescaPaganoni, Anna MariaManzoni, AndreaZunino, Paolo +
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics 1-gen-2020 M. C. MassiF. IevaA. PaganoniA. ManzoniP. ZuninoN. R. Franco +
Modeling the Effect of Recurrent Events on Time-to-event Processes by Means of Functional Data 1-gen-2020 F. IevaM. SpreaficoD. Burba
Eserciziario di Statistica Inferenziale 1-gen-2020 F. IevaA. M. Paganoni +
Methodological framework for radiomics applications in Hodgkin’s lymphoma 1-gen-2020 Lara CavinatoFrancesca Ieva +
Component-wise outlier detection methods for robustifying multivariate functional samples 1-gen-2020 IEVA, FRANCESCAPAGANONI, ANNA MARIA
Joint modelling of recurrent events and survival: a Bayesian nonparametric approach 1-gen-2020 PAULON, GIORGIODE IORIO, MARIAAlessandra GuglielmiFrancesca Ieva
Adherence to Disease-Modifying Therapy in Patients Hospitalized for HF: Findings from a Community-Based Study 1-gen-2020 M. SpreaficoF. GasperoniF. Ieva +
Evaluating the effect of healthcare providers on the clinical path of heart failure patients through a semi-Markov, multi-state model 1-gen-2020 Ieva F.Paganoni A. M. +
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort 1-gen-2020 Michela Carlotta MassiFrancesca IevaAnna Maria PaganoniPaolo ZuninoAndrea ManzoniNicola Rares Franco +
Non-parametric frailty Cox models for hierarchical time-to-event data 1-gen-2020 Ieva, FrancescaPaganoni, Anna Maria +
Data mining application to healthcare fraud detection: a two-step unsupervised clustering method for outlier detection with administrative databases 1-gen-2020 Michela Carlotta MassiFrancesca IevaEmanuele Lettieri
Number of lung resections performed and long-term mortality rates of patients after lung cancer surgery: evidence from an Italian investigation 1-gen-2020 Ieva, Francesca +
Data Mining Application to Healthcare Fraud Detection: Two-Step Unsupervised Clustering Method for Outlier Detection with Administrative Databases 1-gen-2019 MASSI, MICHELA CARLOTTAF. IevaE. Lettieri
Joint Models: a smart way to include functional data in healthcare analytics 1-gen-2019 SPREAFICO, MARTAF. Ieva
Hospital effect on 3-years-survival in patients undergone to lung tumor surgery: a real-world study. 1-gen-2019 Ieva F. +
Investigating the role of proteinuria in renal disease: A real-world clinical case study 1-gen-2019 M. SpreaficoF. Ieva
BIVARIATE SEMI-PARAMETRIC MIXED-EFFECTS MODELS FOR CLASSIFYING THE EFFECTS OF ITALIAN CLASSES ON MULTIPLE STUDENT ACHIEVEMENTS 1-gen-2019 C. MasciF. IevaT. AgasistiA. M. Paganoni
Classification of Italian classes via bivariate semiparametric multilevel models 1-gen-2019 C. MasciT. AgasistiF. IevaA. M. Paganoni
Are Real World Data the smart way of doing Health Analytics? 1-gen-2019 Ieva, F.
Adherence to recommendations and clinical outcomes of patients hospitalized for stroke: the role of the admission ward - a real-life investigation from Italy 1-gen-2019 Francesca Ieva +
Statistica Medica 1-gen-2019 F. IevaA. M. PaganoniP. Secchi
Semiparametric mixed-effects models for unsupervised classification of Italian schools 1-gen-2019 Chiara MasciAnna PaganoniFrancesca Ieva
A k-means procedure based on a Mahalanobis type distance for clustering multivariate functional data 1-gen-2019 MARTINO, ANDREAIeva, FrancescaPaganoni, Anna Maria +
roahd Package: Robust Analysis of High Dimensional Data 1-gen-2019 F. IevaA. M. Paganoni +
Comparing methods for comparing networks 1-gen-2019 Ieva, FrancescaTajoli, LuciaPiccardi, Carlo +
A simulation study on the use of response-adaptive randomized designs. 1-gen-2018 A. M. PaganoniF. Ieva +
Unsupervised clustering of Italian schools via non-parametric multilevel models. 1-gen-2018 C. MasciF. IevaA. M. Paganoni
STATISTICAL ASSESSMENT AND CALIBRATION OF NUMERICAL ECG MODELS 1-gen-2018 Ieva, FrancescaPaganoni, Anna Maria +
Target dosages and adherence to PolyPharmacy therapy: a case study based on a regional real-world HF community 1-gen-2018 M. SpreaficoF. GasperoniF. Ieva +
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction 1-gen-2018 GUGLIELMI, ALESSANDRAIEVA, FRANCESCAPAGANONI, ANNA MARIA +
Optical Quantification of Collagen and Breast Cancer: Lesion Classification and Risk Estimate 1-gen-2018 Taroni, PaolaPifferi, AntonioCubeddu, RinaldoIeva, FrancescaPaganoni, Anna Maria +
Regional variation in hospitalisation and mortality in heart failure: comparison of England and Lombardy using multistate modelling 1-gen-2018 IEVA, FRANCESCAPAGANONI, ANNA MARIA +
Multi-State model with nonparametric discrete frailty. 1-gen-2018 F. GasperoniF. IevaA. M. Paganoni +
Investigating the effect of drugs consumption on survival outcome of Heart Failure patients using joint models: a case study based on regional administrative data. 1-gen-2018 SPREAFICO, MARTAF. GasperoniF. Ieva
Network analysis of comorbidity patterns in Heart Failure patients using administrative data. 1-gen-2018 F. Ieva +
Urn models for response-adaptive randomized designs: a simulation study based on a nonadaptive randomized trial 1-gen-2018 Francesca IevaAnna Maria Paganoni +
A multi-state approach to patients affected by chronic heart failure 1-gen-2018 IEVA, FRANCESCAPAGANONI, ANNA MARIA +
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