Prior Elicitation for Use in Clinical Trial Design and Analysis: A Literature Review

by Danila Azzolina, Paola Berchialla, Dario Gregori, Ileana Baldi
Published 2021-02-01

Screening PubMed abstracts: is class imbalance always a challenge to machine learning?

by Corrado Lanera, Paola Berchialla, Abhinav Sharma, Clara Minto, Dario Gregori, Ileana Baldi
Published 2019-12-01

Scale-Up Approach in CATI Surveys for Estimating the Number of Foreign Body Injuries in the Aero-Digestive Tract in Children

by Dario Gregori, Paola Berchialla, Federica Zobec, Silvia Snidero, Nicola Soriani, Ileana Baldi
Published 2012-11-01

An Application of the Cox-Aalen Model for Breast Cancer Survival

by Ileana Baldi, Giovannino Ciccone, Antonio Ponti, Stefano Rosso, Roberto Zanetti, Dario Gregori
Published 2016-04-01

Handling Poor Accrual in Pediatric Trials: A Simulation Study Using a Bayesian Approach

by Danila Azzolina, Giulia Lorenzoni, Silvia Bressan, Liviana Da Dalt, Ileana Baldi, Dario Gregori
Published 2021-02-01

Phenomapping of Patients with Primary Breast Cancer Using Machine Learning-Based Unsupervised Cluster Analysis

by Sara Ferro, Daniele Bottigliengo, Dario Gregori, Aline S. C. Fabricio, Massimo Gion, Ileana Baldi
Published 2021-04-01

Adjustment for Baseline Covariates to Increase Efficiency in RCTs with Binary Endpoint: A Comparison of Bayesian and Frequentist Approaches

by Paola Berchialla, Veronica Sciannameo, Sara Urru, Corrado Lanera, Danila Azzolina, Dario Gregori, Ileana Baldi
Published 2021-07-01

Overrunning in clinical trials: some thoughts from a methodological review

by Ileana Baldi, Danila Azzolina, Nicola Soriani, Beatrice Barbetta, Paola Vaghi, Giampaolo Giacovelli, Paola Berchialla, Dario Gregori
Published 2020-07-01

The Role of Genetic Factors in Characterizing Extra-Intestinal Manifestations in Crohn’s Disease Patients: Are Bayesian Machine Learning Methods Improving Outcome Predictions?

by Daniele Bottigliengo, Paola Berchialla, Corrado Lanera, Danila Azzolina, Giulia Lorenzoni, Matteo Martinato, Daniela Giachino, Ileana Baldi, Dario Gregori
Published 2019-06-01

Profiling Delirium Progression in Elderly Patients via Continuous-Time Markov Multi-State Transition Models

by Honoria Ocagli, Danila Azzolina, Rozita Soltanmohammadi, Roqaye Aliyari, Daniele Bottigliengo, Aslihan Senturk Acar, Lucia Stivanello, Mario Degan, Ileana Baldi, Giulia Lorenzoni, Dario Gregori
Published 2021-05-01

The Surplus Transplant Lung Allocation System in Italy: An Evaluation of the Allocation Process via Stochastic Modeling

by Corrado Lanera, Honoria Ocagli, Marco Schiavon, Andrea Dell’Amore, Daniele Bottigliengo, Patrizia Bartolotta, Aslihan Senturk Acar, Giulia Lorenzoni, Paola Berchialla, Ileana Baldi, Federico Rea, Dario Gregori
Published 2021-07-01