Anna Carobene

According to our database, Anna Carobene authored at least 5 papers between 2021 and 2023.

Collaborative distances:

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

2023

Everything is varied: The surprising impact of instantial variation on ML reliability.

Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza

Appl. Soft Comput., October, 2023

2022

Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine.

Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza

CoRR, 2022

2021

External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count.

Andrea Campagner, Anna Carobene, Federico Cabitza

Health Inf. Sci. Syst., 2021

The importance of being external. methodological insights for the external validation of machine learning models in medicine.

Federico Cabitza, Andrea Campagner, Felipe Soares, Luis García de Guadiana-Romualdo, Feyissa Challa, Adela Sulejmani, Michela Seghezzi, Anna Carobene

Comput. Methods Programs Biomed., 2021

Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data.

Lorenzo Famiglini, Giorgio Bini, Anna Carobene, Andrea Campagner, Federico Cabitza

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021