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Mostrati risultati da 1 a 50 di 164
Titolo Data di pubblicazione Autori File
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
A blood DNA methylation biomarker for predicting short-term risk of cardiovascular events 1-gen-2022 Cappozzo, AndreaIeva, Francesca +
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
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 +
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
Semiparametric Multinomial Mixed-Effects Models: a University Student Profiling Tool 1-gen-2022 C. MasciF. IevaA. M. Paganoni
Multinomial semiparametric mixed-effects model for profiling engineering university students 1-gen-2021 C. MasciF. IevaA. M. Paganoni
Generalized mixed‐effects random forest: A flexible approach to predict university student dropout 1-gen-2021 M. PellagattiC. MasciF. IevaA. M. Paganoni
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. +
Recurrence-specific supervised graph clustering for subtyping Hodgkin Lymphoma radiomic phenotypes 1-gen-2021 Cavinato, LGozzi, NIeva, F +
Performing Learning Analytics via Generalised Mixed-Effects Trees 1-gen-2021 C. MasciF. IevaA. M. Paganoni +
Cross-Subject EEG Channel Selection for the Detection of Predisposition to Alcoholism 1-gen-2021 M. MassiF. Ieva
Interpretability and interaction learning for logistic regression models 1-gen-2021 N. R. FrancoM. C. MassiF. IevaA. M. Paganoni
Virtual biopsy in action: a radiomic-based model for CALI prediction 1-gen-2021 Francesca IevaGiulia BaroniLara CavinatoChiara Masci +
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
Modelling longitudinal latent toxicity profiles evolution in osteosarcoma patients 1-gen-2021 M. SpreaficoF. Ieva +
[18F]FMCH PET/CT biomarkers and similarity analysis to refine the definition of oligometastatic prostate cancer 1-gen-2021 Cavinato, LaraIeva, FrancescaRagni, Alessandra +
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 +
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
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
Functional modeling of recurrent events on time‐to‐event processes 1-gen-2021 M. SpreaficoF. Ieva
Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification 1-gen-2021 Massi, Michela C.Ieva, Francesca
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment 1-gen-2021 Clementi LetiziaGregorio CaterinaSavare LauraIeva FrancescaSantambrogio M. D.Sangalli L. M.
Feature selection for imbalanced data with deep sparse autoencoders ensemble 1-gen-2021 Massi, Michela CarlottaIeva, FrancescaPaganoni, Anna Maria +
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 +
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 +
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
Impact of time-dependent medication adherence on Heart Failure patients using a joint modelling framework 1-gen-2020 M. SpreaficoF. Ieva
Modeling the Effect of Recurrent Events on Time-to-event Processes by Means of Functional Data 1-gen-2020 F. IevaM. SpreaficoD. Burba
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 +
Generalized Mixed Effects Random Forest: does Machine Learning help in predicting university student dropout? 1-gen-2020 M. PellagattiC. MasciF. IevaA. M. 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 +
Modeling the effect of dynamic covariates on time-to-event processes via Functional Data Analysis 1-gen-2020 F. IevaM. SpreaficoD. Burba
Including dynamic covariates in survival models via Functional Data Analysis: an application to osteosarcoma 1-gen-2020 M. SpreaficoF. Ieva +
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 +
Proton-Pump Inhibitor Provider Profiling via Funnel Plots and Poisson Regression 1-gen-2020 Dario Delle VedoveFrancesca IevaAnna Maria Paganoni
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 +
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 +
Adherence to Disease-Modifying Therapy in Patients Hospitalized for HF: Findings from a Community-Based Study 1-gen-2020 M. SpreaficoF. GasperoniF. Ieva +
Joint modelling of recurrent events and survival: a Bayesian nonparametric approach 1-gen-2020 PAULON, GIORGIODE IORIO, MARIAAlessandra GuglielmiFrancesca Ieva
Component-wise outlier detection methods for robustifying multivariate functional samples 1-gen-2020 IEVA, FRANCESCAPAGANONI, ANNA MARIA
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 +
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. +
Non-parametric frailty Cox models for hierarchical time-to-event data 1-gen-2020 Ieva, FrancescaPaganoni, Anna Maria +
Statistica Medica 1-gen-2019 F. IevaA. M. PaganoniP. Secchi
Mostrati risultati da 1 a 50 di 164
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