Federico Cabitza - Concepedia

Author

Federico Cabitza

Also Known As

Cabitza F., Cabitza Federico, Cabitza, F, Cabitza, F., Cabitza, Federico, F Cabitza, F. Cabitza, Federico CABITZA, Federico Cabitza, Riccardo LUCIS

348

Publications

7.1K

Citations

H-Index

199

Concepts

All Affiliations

University of Milano-Bicocca Istituto Ortopedico Galeazzi Istituti di Ricovero e Cura a Carattere Scientifico Vita-Salute San Raffaele University University of Milan

About

Federico Cabitza is an author at University of Milano-Bicocca specializing in engineering, data science, and health informatics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	22	35	1.5K
2	Arts	3	3	91
3	Business	3	3	99
4	Education	3	3	46
5	Health Sciences	1	1	28

Federico Cabitza

Publications

5.1K

Citations

H-Index

Page 1

	Year	Citations
Unintended Consequences of Machine Learning in Medicine Federico Cabitza, Raffaele Rasoini, Gian Franco Gensini JAMA Computational MedicineWebsite Uses CookiesMedical Expert SystemPatient SafetyOtolaryngology	2017	927
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions Luca Longo, Mario Brčić, Federico Cabitza, Information Fusion	2024	372
Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study Davide Brinati, Andrea Campagner, Davide Ferrari, Journal of Medical Systems EpidemiologyMachine LearningCovid-19 PandemicDiagnosisRoutine Blood Exams	2020	352
The need to separate the wheat from the chaff in medical informatics Federico Cabitza, Andrea Campagner International Journal of Medical Informatics Health Information ExchangeMedical InformaticsMedical Information SystemHealth Information SystemMedical History	2021	254
The importance of being external. methodological insights for the external validation of machine learning models in medicine Federico Cabitza, Andrea Campagner, Felipe Soares, Computer Methods and Programs in Biomedicine External ValidationEngineeringMachine LearningPredictive AnalyticsMethodological Insights	2021	230
Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests Federico Cabitza, Andrea Campagner, Davide Ferrari, Clinical Chemistry and Laboratory Medicine (CCLM)	2020	164
Data work in healthcare: An Introduction Claus Bossen, Kathleen H. Pine, Federico Cabitza, Health Informatics Journal	2019	140
Potentials and pitfalls of ChatGPT and natural-language artificial intelligence models for the understanding of laboratory medicine test results. An assessment by the European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) Working Group on Artificial Intelligence (WG-AI) Janne Cadamuro, Federico Cabitza, Željko Debeljak, Clinical Chemistry and Laboratory Medicine (CCLM)	2023	109
Infectious and thromboembolic complications of arthroscopic shoulder surgery Pietro Randelli, Alessandro Castagna, Federico Cabitza, Journal of Shoulder and Elbow Surgery ThrombosisArthroscopic Shoulder SurgeryThoracic SurgeryRotator CuffSurgery	2009	105
Interpretable heartbeat classification using local model-agnostic explanations on ECGs Inês Neves, Duarte Folgado, Sara Santos, Computers in Biology and Medicine Electrophysiological EvaluationEngineeringMachine LearningData ScienceBiosignal Processing	2021	101

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