Machine Learning in Orthopedics: A Literature Review

by Federico Cabitza, Federico Cabitza, Angela Locoro, Giuseppe Banfi
Published 2018-06-01

As if sand were stone. New concepts and metrics to probe the ground on which to build trustable AI

by Federico Cabitza, Andrea Campagner, Luca Maria Sconfienza
Published 2020-09-01

Has the Flood Entered the Basement? A Systematic Literature Review about Machine Learning in Laboratory Medicine

by Luca Ronzio, Federico Cabitza, Alessandro Barbaro, Giuseppe Banfi
Published 2021-02-01

IGV Short Scale to Assess Implicit Value of Visualizations through Explicit Interaction

by Angela Locoro, Federico Cabitza, Aurelio Ravarini, Paolo Buono
Published 2020-09-01

Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings

by Andrea Seveso, Andrea Campagner, Davide Ciucci, Federico Cabitza
Published 2020-08-01

Unity Is Intelligence: A Collective Intelligence Experiment on ECG Reading to Improve Diagnostic Performance in Cardiology

by Luca Ronzio, Andrea Campagner, Federico Cabitza, Gian Franco Gensini
Published 2021-04-01

The Revival of the Notes Field: Leveraging the Unstructured Content in Electronic Health Records

by Michela Assale, Michela Assale, Linda Greta Dui, Linda Greta Dui, Andrea Cina, Andrea Cina, Andrea Seveso, Andrea Seveso, Federico Cabitza, Federico Cabitza
Published 2019-04-01

Artificial intelligence-based tools to control healthcare associated infections: A systematic review of the literature

by Alessandro Scardoni, Federica Balzarini, Carlo Signorelli, Federico Cabitza, Anna Odone
Published 2020-08-01

The Elephant in the Machine: Proposing a New Metric of Data Reliability and its Application to a Medical Case to Assess Classification Reliability

by Federico Cabitza, Andrea Campagner, Domenico Albano, Alberto Aliprandi, Alberto Bruno, Vito Chianca, Angelo Corazza, Francesco Di Pietto, Angelo Gambino, Salvatore Gitto, Carmelo Messina, Davide Orlandi, Luigi Pedone, Marcello Zappia, Luca Maria Sconfienza
Published 2020-06-01