Stefania Orini

According to our database, Stefania Orini authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Privacy-by-design GEN-RWD Sandbox for Distributed Multicentric Data Analysis in Healthcare: The Proxy Module.

Leonardo Nucciarelli, Benedetta Gottardelli, Andrada Mihaela Tudor, Mauro Vallati, Erica Tavazzi, Stefania Orini, Roberto Gatta, Giovanni Arcuri, Andrea Damiani

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Predicting Length of Stay in Geriatric Patients Using an Ensemble Learning Method.

Mariachiara Savino, Chiara Dachena, Carlotta Masciocchi, Stefania Orini, Roberto Gatta, Stefano Patarnello, Riccardo Rinaldi, Nicola Acampora, Eleonora Meloni, Giovanni Arcuri, Francesco Landi, Graziano Onder, Christian Barillaro

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics.

Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Andrada Mihaela Tudor, Erica Tavazzi, Mauro Vallati, Stefania Orini, Nicoletta Di Giorgi, Andrea Damiani

BMC Medical Informatics Decis. Mak., December, 2024

Prediction Modelling and Data Quality Assessment for Nursing Scale in a Big Hospital: A Proposal to Save Resources and Improve Data Quality.

Chiara Dachena, Roberto Gatta, Mariachiara Savino, Stefania Orini, Nicola Acampora, M. Letizia Serra, Stefano Patarnello, Christian Barillaro, Carlotta Masciocchi

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

On the Comparison of Markov Chains-based Models in Process Mining for Healthcare: A Case Study.

Mauro Vallati, Stefania Orini, Mariagrazia Lorusso, Mariachiara Savino, Roberto Gatta, Massimiliano Filosto

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre.

Mariachiara Savino, Nicola Acampora, Carlotta Masciocchi, Roberto Gatta, Chiara Dachena, Stefania Orini, Andrea Cambieri, Francesco Landi, Graziano Onder, Andrea Russo, Sara Salini, Vincenzo Valentini, Andrea Damiani, Stefano Patarnello, Christian Barillaro

Proceedings of the Artificial Intelligence in Medicine, 2023

2019

Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare.

Roberto Gatta, Mauro Vallati, Carlos Fernández-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel A. Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano

Proceedings of the Business Process Management Workshops, 2019