Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine. - Carlotta Masciocchi; Benedetta Gottardelli; Mariachiara Savino; Luca Boldrini; Antonella Martino; Ciro Mazzarella; Mariangela Massaccesi; Vincenzo Valentini; Andrea Damiani (CBMS, 2022)

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; et al. (AIME, 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 (FLAIRS, 2023)

Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer. - Mariachiara Savino; Carlos Fernández-Llatas; Roberto Gatta; Giuditta Chiloiro; Silvia Di Franco; Gema Ibáñez-Sánchez; Zoe Valero-Ramon; Maria Antonietta Gambacorta; Vincenzo Valentini; Andrea Damiani (ICPM Workshops, 2023)

An Enhanced Standardization and Qualification Mechanism for Heterogeneous Healthcare Data. - George Manias; Ainhoa Azqueta-Alzúaz; Andrea Damiani; Eshita Dhar; Eleftheria Kouremenou; Marta Patiño-Martínez; Mariachiara Savino; Syed Abdul Shabbir; Dimosthenis Kyriazis (MIE, 2023)

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 (AIME (1), 2024)

GEN-RWD Sandbox Ecosystem for Privacy-Preserving Data Sharing in Healthcare Research: The Processor Module. - Benedetta Gottardelli; Roberto Gatta; Leonardo Nucciarelli; Mariachiara Savino; Andrada Mihaela Tudor; Mauro Vallati; Andrea Damiani (ICHI, 2024)

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; et al. (AIME (2), 2025)