Davide Ferrari

According to our database, Davide Ferrari authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

Distilling Clinical Scores with Symbolic Machine Learning: Frailty Index, an HIV Cohort Case Study.

Veronica Guidetti, Federico Motta, Jovana Milic, Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli

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

2023

Death After Liver Transplantation: Mining Interpretable Risk Factors for Survival Prediction.

Veronica Guidetti, Giovanni Dolci, Erica Franceschini, Erica Bacca, Giulia Jole Burastero, Davide Ferrari, Valentina Serra, Fabrizio Di Benedetto, Cristina Mussini, Federica Mandreoli

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Real-world data mining meets clinical practice: Research challenges and perspective.

Federica Mandreoli, Davide Ferrari, Veronica Guidetti, Federico Motta, Paolo Missier

Frontiers Big Data, 2022

Data-Driven, AI-Based Clinical Practice: Experiences, Challenges, and Research Directions.

Davide Ferrari, Federica Mandreoli, Federico Motta, Paolo Missier

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Multi-Objective Symbolic Regression for Data-Driven Scoring System Management.

Davide Ferrari, Veronica Guidetti, Federica Mandreoli

Proceedings of the IEEE International Conference on Data Mining, 2022

2020

Data-driven vs knowledge-driven inference of health outcomes in the ageing population: a case study.

Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli, Riccardo Martoglia, Jovana Milic, Paolo Missier

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Predicting Respiratory Failure in Patients with COVID-19 pneumonia: a case study from Northern Italy.

Davide Ferrari, Federica Mandreoli, Giovanni Guaraldi, Jovana Milic, Paolo Missier

Proceedings of the First International AAI4H, 2020