Giovanni Angelotti

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 4

Top Topics

Intensive Care Units

Random Subspaces

Imbalanced Datasets

Top Venues

Int. J. Medical Informatics

Publications

Matthew B. A. McDermott, Lasse Hyldig Hansen, Haoran Zhang, Giovanni Angelotti, Jack Gallifant
A Closer Look at AUROC and AUPRC under Class Imbalance. CoRR (2024)
Massimiliano Greco, Giovanni Angelotti, Pier Francesco Caruso, Alberto Zanella, Niccolò Stomeo, Elena Costantini, Alessandro Protti, Antonio Pesenti, Giacomo Grasselli, Maurizio Cecconi
Outcome prediction during an ICU surge using a purely data-driven approach: A supervised machine learning case-study in critically ill patients from COVID-19 Lombardy outbreak. Int. J. Medical Informatics 164 (2022)
Pier Francesco Caruso, Giovanni Angelotti, Massimiliano Greco, Giorgio Guzzetta, Danilo Cereda, Stefano Merler, Maurizio Cecconi
Early prediction of SARS-CoV-2 reproductive number from environmental, atmospheric and mobility data: A supervised machine learning approach. Int. J. Medical Informatics 162 (2022)
Giovanni Angelotti, Pierandrea Morandini, Li-Wei H. Lehman, Roger G. Mark, Riccardo Barbieri
The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit. EMBC (2018)