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International Journal of Medical Informatics|June 17, 2026
Why almost all ML models for medicine are wrong-and what we need for evidence-based medical AIFederico Cabitza, Giuseppe Jurman, Filippo Molinari, et al.
Acta Bio-Medica : Atenei Parmensis|September 14, 2020
Routine blood tests as an active surveillance to monitor COVID-19 prevalence. A retrospective studyDavide Ferrari, Federico Cabitza, Anna Carobene, et al.
Digestive and Liver Disease : Official Journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver|July 11, 2026
Towards transparent and reliable AI in gastroenterology: pragmatic recommendations for evaluation and reportingFederico Cabitza, Giovanni Aldinio, Tommy Rizkala, et al.
Journal of Medical Internet Research|February 26, 2025
Complete Blood Count and Monocyte Distribution Width-Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation StudyAndrea Campagner, Luisa Agnello, Anna Carobene, et al.
Recenti Progressi in Medicina|November 7, 2017
["Handle with care": about the potential unintended consequences of oracular artificial intelligence systems in medicine.]Federico Cabitza, Camilla Alderighi, Raffaele Rasoini, et al.
Knee Surgery, Sports Traumatology, Arthroscopy : Official Journal of the ESSKA|May 25, 2012
Management of knee injuries: consensus-based indications from a large community of orthopaedic surgeonsFederico Cabitza, Vincenza Ragone, Paolo Arrigoni, et al.
The Journal of Knee Surgery|January 13, 2017
What Arthroscopic Skills Need to Be Trained Before Continuing Safe Training in the Operating Room?Gabrielle Tuijthof, Federico Cabitza, Vincenza Ragone, et al.
Journal of Personalized Medicine|December 29, 2022
Detecting the Effect Size of Weather Conditions on Patient-Reported Outcome Measures (PROMs)Frida Milella, Andrea Seveso, Lorenzo Famiglini, et al.
Digestive and Liver Disease : Official Journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver|November 8, 2023
Enhancing human-AI collaboration: The case of colonoscopyLuca Introzzi, Joshua Zonca, Federico Cabitza, et al.
Knee Surgery, Sports Traumatology, Arthroscopy : Official Journal of the ESSKA|August 4, 2017
Morphological and molecular characterization of human hamstrings shows that tendon features are not influenced by donor ageNicoletta Gagliano, Alessandra Menon, Federico Cabitza, et al.
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