Francesca Ieva
Orcid: 0000-0003-0165-1983
According to our database1,
Francesca Ieva
authored at least 26 papers
between 2013 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics.
Future Gener. Comput. Syst., December, 2023
J. Digit. Imaging, June, 2023
Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction.
Artif. Intell. Medicine, 2023
Ask Your Data - Supporting Data Science Processes by Combining AutoML and Conversational Interfaces.
IEEE Access, 2023
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023
2022
A Deep Survival EWAS approach estimating risk profile based on pre-diagnostic DNA methylation: An application to breast cancer time to diagnosis.
PLoS Comput. Biol., September, 2022
Stat. Anal. Data Min., 2022
Distant supervision for imaging-based cancer sub-typing in Intrahepatic Cholangiocarcinoma.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Generalized mixed-effects random forest: A flexible approach to predict university student dropout.
Stat. Anal. Data Min., 2021
Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients.
Comput. Stat., 2021
Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Recurrence-specific supervised graph clustering for subtyping Hodgkin Lymphoma radiomic phenotypes.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Data mining application to healthcare fraud detection: a two-step unsupervised clustering method for outlier detection with administrative databases.
BMC Medical Informatics Decis. Mak., 2020
2019
2018
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction.
Adv. Data Anal. Classif., 2018
2017
Heterogeneity, school-effects and the North/South achievement gap in Italian secondary education: evidence from a three-level mixed model.
Stat. Methods Appl., 2017
2016
J. Mach. Learn. Res., 2016
2015
Discussion of "multivariate functional outlier detection" by M. Hubert, P. Rousseeuw and P. Segaert.
Stat. Methods Appl., 2015
2014
A Semiparametric Bivariate Probit Model for Joint Modeling of Outcomes in STEMI Patients.
Comput. Math. Methods Medicine, 2014
2013
Hospital Clustering in the Treatment of Acute Myocardial Infarction Patients Via a Bayesian Semiparametric Approach.
Proceedings of the Statistical Models for Data Analysis, 2013
Comput. Stat., 2013
Detection of Structural Changes in Tachogram Series for the Diagnosis of Atrial Fibrillation Events.
Comput. Math. Methods Medicine, 2013