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Federico Cabitza
Federico Cabitza
Associate Professor at University of Milano-Bicocca, IRCCS Ospedale Galeazzi Sant'Ambrogio Milano
Verified email at unimib.it - Homepage
Title
Cited by
Cited by
Year
Unintended consequences of machine learning in medicine
F Cabitza, R Rasoini, GF Gensini
Jama 318 (6), 517-518, 2017
6652017
Detection of COVID-19 infection from routine blood exams with machine learning: a feasibility study
D Brinati, A Campagner, D Ferrari, M Locatelli, G Banfi, F Cabitza
Journal of medical systems 44, 1-12, 2020
2672020
Machine learning in orthopedics: a literature review
F Cabitza, A Locoro, G Banfi
Frontiers in bioengineering and biotechnology 6, 75, 2018
1452018
Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests
F Cabitza, A Campagner, D Ferrari, C Di Resta, D Ceriotti, E Sabetta, ...
Clinical Chemistry and Laboratory Medicine (CCLM) 59 (2), 421-431, 2021
1052021
Infectious and thromboembolic complications of arthroscopic shoulder surgery
P Randelli, A Castagna, F Cabitza, P Cabitza, P Arrigoni, M Denti
Journal of Shoulder and Elbow Surgery 19 (1), 97-101, 2010
1052010
When once is not enough: the role of redundancy in a hospital ward setting
F Cabitza, M Sarini, C Simone, M Telaro
GROUP 2005: Proceedings of the 2005 international ACM SIGGROUP conference oná…, 2005
982005
Machine learning in laboratory medicine: waiting for the flood?
F Cabitza, G Banfi
Clinical Chemistry and Laboratory Medicine (CCLM) 56 (4), 516-524, 2018
862018
The need to separate the wheat from the chaff in medical informatics: Introducing a comprehensive checklist for the (self)-assessment of medical AI studies
F Cabitza, A Campagner
International Journal of Medical Informatics 153, 104510, 2021
732021
Static and interactive infographics in daily tasks: A value-in-use and quality of interaction user study
A Locoro, F Cabitza, R Actis-Grosso, C Batini
Computers in Human Behavior 71, 240-257, 2017
692017
A data quality methodology for heterogeneous data
C Batini, D Barone, F Cabitza, S Grega
International Journal of Database Management Systems 3 (1), 60-79, 2011
69*2011
Leveraging coordinative conventions to promote collaboration awareness: The case of clinical records
F Cabitza, C Simone, M Sarini
Computer Supported Cooperative Work (CSCW) 18, 301-330, 2009
622009
A comprehensive data quality methodology for web and structured data
C Batini, F Cabitza, C Cappiello, C Francalanci
International Journal of Innovative Computing and Applications 1 (3), 205-218, 2008
612008
Leveraging underspecification in knowledge artifacts to foster collaborative activities in professional communities
F Cabitza, G Colombo, C Simone
International journal of human-computer studies 71 (1), 24-45, 2013
592013
Affording Mechanisms: An Integrated View of Coordination and Knowledge Management
F Cabitza, C Simone
Computer Supported Cooperative Work (CSCW) 21 (2), 227-260, 2011
582011
Rule-based tools for the configuration of ambient intelligence systems: a comparative user study
F Cabitza, D Fogli, R Lanzilotti, A Piccinno
Multimedia Tools and Applications 76, 5221-5241, 2017
562017
A giant with feet of clay: On the validity of the data that feed machine learning in medicine
F Cabitza, D Ciucci, R Rasoini
Organizing for the Digital World: IT for Individuals, Communities andá…, 2019
552019
Data work in healthcare: An Introduction
C Bossen, KH Pine, F Cabitza, G Ellingsen, EM Piras
Health Informatics Journal 25 (3), 465-474, 2019
542019
Computational Coordination Mechanisms: A tale of a struggle for flexibility
F Cabitza, C Simone
Computer Supported Cooperative Work (CSCW) 22, 475-529, 2013
542013
The revival of the notes field: leveraging the unstructured content in electronic health records
M Assale, LG Dui, A Cina, A Seveso, F Cabitza
Frontiers in medicine 6, 66, 2019
532019
The proof of the pudding: in praise of a culture of real-world validation for medical artificial intelligence
F Cabitza, JD Zeitoun
Annals of translational medicine 7 (8), 2019
502019
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