CABITZA FEDERICO ANTONIO NICCOLO' AMEDEO

Role: 
Associate professor
Academic disciplines: 
INFORMATICS (INF/01)
Telephone: 
0264487888
Room: 
U14, Piano: P02, Stanza: 2063
Viale Sarca 336 - 20126 MILANO

Publications

  • Cabitza, F., Campagner, A., Ferrari, D., Di Resta, C., Ceriotti, D., Sabetta, E., et al. (2021). Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests. CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 59(2), 421-431.
  • Cabitza, F., Campagner, A., & Sconfienza, L. (2021). Studying human-AI collaboration protocols: the case of the Kasparov's law in radiological double reading. HEALTH INFORMATION SCIENCE AND SYSTEMS, 9(8).
  • Campagner, A., Ciucci, D., Svensson, C., Figge, M., & Cabitza, F. (2021). Ground truthing from multi-rater labeling with three-way decision and possibility theory. INFORMATION SCIENCES, 545, 771-790.
  • Ronzio, L., Campagner, A., Cabitza, F., & Gensini, G. (2021). Unity is intelligence: a collective intelligence experiment on ecg reading to improve diagnostic performance in cardiology. JOURNAL OF INTELLIGENCE, 9(2) [10.3390/jintelligence9020017].
  • Cabitza, F., Campagner, A., Soares, F., Garcia de Guadiana-Romualdo, L., Challa, F., Sulejmani, A., et al. (2021). The importance of being external. methodological insights for the external validation of machine learning models in medicine. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 208(September 2021) [10.1016/j.cmpb.2021.106288].