International Conference
IEEE International Conference of Data Mining (Orlando, FL)
Multi-Objective Symbolic Regression for Data-Driven Scoring System Management

(link) D Ferrari, V Guidetti, F. Mandreoli

International Conference
AMIA 2022 Annual Symposium (Washington, DC)
Multi-objective Symbolic Regression to Generate Data-driven, Non-fixed Structure and Intelligible Mortality Predictors using EHR: Binary Classification Methodology and Comparison with State-of-the-art

(link) D Ferrari, V Guidetti, Y Wang, V Curcin

Peer-reviewed Journal
Frontiers in Big Data
Real-world data mining meets clinical practice: Research challenges and perspective

(link) F. Mandreoli, D. Ferrari, V. Guidetti, F. Motta and P. Missier

Peer-reviewed Journal
BMC infectious diseases
Real-world effectiveness of steroids in severe COVID-19: a retrospective cohort study

(link) Wang W., et al.

Peer-reviewed Journal
Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis

(link) de Jong V. M. T., et al.

Peer-reviewed Journal
Relationship between weight gain and insulin resistance in people living with HIV switching to INSTI-based regimens

(link) Milic J., et al.

30th Symposium on Advanced Database System
Data–driven, AI–based clinical practice: experiences, challenges, and research directions

(link) D. Ferrari, F. Mandreoli, F. Motta, P. Missier

Research Square
Real-world effectiveness of steroids in severe COVID-19: longer courses associated with lower risk of death or ICU admission

(link) W. Wang, L. Snell, D. Ferrari, A. Goodman, N. Price, C. Wolfe, V. Curcin, J. Edgeworth, Y. Wang

Peer-reviewed journal
Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia – challenges, strengths, and opportunities in a global health emergency

(link) D. Ferrari, J. Milic, F. Mandreoli, P. Missier, G. Guaraldi et al.

Conference Workshop
Artificial Intelligence for HEaLth, PersonaLized MedIcine aNd WEllbeing (HELPLINE) @ ECAI 2020
Predicting respiratory failure in patients with COVID-19 pneumonia: a case study from Northern Italy

(link) D. Ferrari, F. Mandreoli, G. Guaraldi, J. Milic, P. Missier

Conference Workshop
4th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) @ EDBT/ICDT 2020, Copenhagen, Denmark, March 30-April 2, 2020
Data-driven vs knowledge-driven inference of health outcomes in the ageing population: a case study

(link) D. Ferrari, G. Guaraldi, F. Mandreoli, R. Martoglia, J. Milić and P. Missier

Abstract in Conference
17th European AIDS Conference (EACS), Basel, Switzerland, November 6-9, 2019
Fitness tracking wearable devices and a dedicated smart phone app (MySAwH App) to predict quality of life in PLWH: a multi-centre prospective study.

G. Guaraldi, M. Orsini, A. Caselgrandi, A. Malagoli, F. D’Imprima, J. Milic, F. Ghinelli, R. Martoglia, F. Mandreoli, D. Ferrari, G. Liu, M. Bloch