Giovanni Angelotti

According to our database, Giovanni Angelotti authored at least 5 papers between 2018 and 2024.

Collaborative distances:

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

2024

Development of a Natural Language Processing (NLP) model to automatically extract clinical data from electronic health records: results from an Italian comprehensive stroke center.

Davide Badalotti, Akanksha Agrawal, Umberto Pensato, Giovanni Angelotti, Simona Marcheselli

Int. J. Medical Informatics, 2024

A Closer Look at AUROC and AUPRC under Class Imbalance.

Matthew B. A. McDermott, Haoran Zhang, Lasse Hyldig Hansen, Giovanni Angelotti, Jack Gallifant

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

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.

Massimiliano Greco, Giovanni Angelotti, Pier Francesco Caruso, Alberto Zanella, Niccolò Stomeo, Elena Costantini, Alessandro Protti, Antonio Pesenti, Giacomo Grasselli, Maurizio Cecconi

Int. J. Medical Informatics, 2022

Early prediction of SARS-CoV-2 reproductive number from environmental, atmospheric and mobility data: A supervised machine learning approach.

Pier Francesco Caruso, Giovanni Angelotti, Massimiliano Greco, Giorgio Guzzetta, Danilo Cereda, Stefano Merler, Maurizio Cecconi

Int. J. Medical Informatics, 2022

2018

The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit.

Giovanni Angelotti, Pierandrea Morandini, Li-Wei H. Lehman, Roger G. Mark, Riccardo Barbieri

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018