Anna Carobene

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Maximum Likelihood

Reliability Analysis

Top Venues

Health Inf. Sci. Syst.

Comput. Methods Programs Biomed.

Publications

Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza
Everything is varied: The surprising impact of instantial variation on ML reliability. Appl. Soft Comput. 146 (2023)
Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza
Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine. CoRR (2022)
Federico Cabitza, Andrea Campagner, Felipe Soares, Luis García de Guadiana-Romualdo, Feyissa Challa, Adela Sulejmani, Michela Seghezzi, Anna Carobene
The importance of being external. methodological insights for the external validation of machine learning models in medicine. Comput. Methods Programs Biomed. 208 (2021)
Andrea Campagner, Anna Carobene, Federico Cabitza
External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count. Health Inf. Sci. Syst. 9 (1) (2021)
Lorenzo Famiglini, Giorgio Bini, Anna Carobene, Andrea Campagner, Federico Cabitza
Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data. CBMS (2021)