Pier Francesco Caruso

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Outcome Prediction

Traumatic Brain Injury

Top Venues

Int. J. Medical Informatics

npj Digit. Medicine

Publications

Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
Contribution of clinical course to outcome after traumatic brain injury: mining patient trajectories from European intensive care unit data. CoRR (2023)
Massimiliano Greco, Pier Francesco Caruso, Sofia Spano, Gianluigi Citterio, Antonio Desai, Alberto Molteni, Romina Aceto, Elena Costantini, Antonio Voza, Maurizio Cecconi
Machine Learning for Early Outcome Prediction in Septic Patients in the Emergency Department. Algorithms 16 (2) (2023)
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia Åkerlund, Lindsay Wilson, Robert D. Stevens, David K. Menon, Ewout W. Steyerberg, David W. Nelson, Ari Ercole
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury. npj Digit. Medicine 6 (2023)
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)