An HMM-ensemble approach to predict severity progression of ICU treatment for hospitalized COVID-19 patients. - Federica Mandreoli; Federico Motta; Paolo Missier (ICMLA, 2021)

Data-Driven, AI-Based Clinical Practice: Experiences, Challenges, and Research Directions. - Davide Ferrari; Federica Mandreoli; Federico Motta; Paolo Missier (SEBD, 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)

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 (ICHI, 2025)