Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia—challenges, strengths, and opportunities in a global health emergency D Ferrari, J Milic, R Tonelli, F Ghinelli, M Meschiari, S Volpi, M Faltoni, ... PLoS One 15 (11), e0239172, 2020 | 68 | 2020 |
Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis VMT de Jong, RZ Rousset, NE Antonio-Villa, AG Buenen, B Van Calster, ... Bmj 378, 2022 | 48 | 2022 |
Relationship between weight gain and insulin resistance in people living with HIV switching to integrase strand transfer inhibitors-based regimens J Milic, S Renzetti, D Ferrari, S Barbieri, M Menozzi, F Carli, G Dolci, ... Aids 36 (12), 1643-1653, 2022 | 25 | 2022 |
Real-world data mining meets clinical practice: Research challenges and perspective F Mandreoli, D Ferrari, V Guidetti, F Motta, P Missier Frontiers in big Data 5, 1021621, 2022 | 12 | 2022 |
Data-driven vs knowledge-driven inference of health outcomes in the ageing population: a case study D Ferrari, G Guaraldi, F Mandreoli, R Martoglia, J Milić, M Paolo CEUR Workshop Proceedings 2578, 2020 | 9 | 2020 |
Real-world effectiveness of steroids in severe COVID-19: a retrospective cohort study W Wang, LB Snell, D Ferrari, AL Goodman, NM Price, CD Wolfe, V Curcin, ... BMC infectious diseases 22 (1), 776, 2022 | 5 | 2022 |
Multi-objective symbolic regression for data-driven scoring system management D Ferrari, V Guidetti, F Mandreoli 2022 IEEE International Conference on Data Mining (ICDM), 945-950, 2022 | 4 | 2022 |
Multi-objective symbolic regression to generate data-driven, non-fixed structure and intelligible mortality predictors using ehr: Binary classification methodology and … D Ferrari, V Guidetti, Y Wang, V Curcin AMIA Annual Symposium Proceedings 2022, 442, 2022 | 2 | 2022 |
Predicting respiratory failure in patients with COVID-19 pneumonia: a case study from Northern Italy D Ferrari, F Mandreoli, G Guaraldi, J Milić, P Missier Proceedings of the First International AAI4H-Advances in Artificial …, 2020 | 2 | 2020 |
Question answering systems for health professionals at the point of care—a systematic review G Kell, A Roberts, S Umansky, L Qian, D Ferrari, F Soboczenski, ... Journal of the American Medical Informatics Association 31 (4), 1009-1024, 2024 | 1 | 2024 |
Death After Liver Transplantation: Mining Interpretable Risk Factors for Survival Prediction V Guidetti, G Dolci, E Franceschini, E Bacca, GJ Burastero, D Ferrari, ... 2023 IEEE 10th International Conference on Data Science and Advanced …, 2023 | 1 | 2023 |
Data-driven, AI-based clinical practice: experiences, challenges, and research directions D Ferrari, F Mandreoli, F Motta, P Missier CEUR Workshop Proceedings 3194, 392-403, 2022 | 1 | 2022 |
Real-world effectiveness of steroids in severe COVID-19: longer courses associated with lower risk of death or ICU admission W Wang, LB Snell, D Ferrari, AL Goodman, NM Price, CD Wolfe, V Curcin, ... | | 2022 |