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F

Federico Cabitza

università degli studi di milano-bicocca

38H-index
357Paper Count
7.3KCitation Count
Published Papers 83
Publication Date
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Machine learning–based prediction of perioperative complications in spine surgery: a large-scale model development and validation study
errEuropean Spine Journal
IF2.7
err2026-07-27
err0
PREAI
errAndrea Campagner; Francesco Langella; Pablo Bellosta-López; Francesca Barile; Riccardo Cecchinato; Domenico Compagnone; Marco Damilano; Claudio Lamartina; Andrea Redaelli; Daniele Vanni; Federico Cabitza; Claudia Meroni; Pedro Berjano
errShare
errSave
Process over Skill: Testing Kasparov’s Law and Coordination Protocols in Hybrid Human–AI Decision-Making for Medical Diagnosis
errTechnologies
IF3.6
err2026-06-17
err0
errOAAI
errAlessia Papale; Gloria Lopiano; Andrea Campagner; Federico Cabitza
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errSave
Why almost all ML models for medicine are wrong-and what we need for evidence-based medical AI
errInternational Journal of Medical Informatics
IF4.1
err2026-06-11
err0
errOAAI
errFederico Cabitza; Giuseppe Jurman; Filippo Molinari; Riccardo Bellazzi
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errSave
Machine learning systems as mentors in human learning: The role of AI output in diagnostic knowledge acquisition
errInternational Journal of Human-Computer Studies
IF5.1
err2026-06-09
err0
errOAAI
errFederico Cabitza; Lucia Vicente
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errSave
Under what influence: Measuring AI influence to fit user profiles in decision-making
errInternational Journal of Human-Computer Studies
IF5.1
err2026-03-01
err1
errOAAI
errCampagner, Andrea; Fregosi, Caterina; Natali, Chiara; Cabitza, Federico
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errSave
Artificial intelligence-based image recognition in bronchoscopy: software development and randomized controlled trial for training evaluation in intensive care residents
errBMC Medical Education
IF3.2
err2026-02-24
err0
errOAAI
errBeatrice Brunoni; Francesco Zadek; Federica Pampurini; Marco Vettorello; Francesco Baccoli; Federico Cabitza; Roberto Fumagalli; Thomas Langer
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errSave
From algorithms to care: ten principles for responsible deployment of artificial intelligence in healthcare
errEuropean Journal of Internal Medicine
IF6.1
err2026-02-05
err0
PREAI
errFederico Cabitza; Walter Ricciardi; Gino Gerosa; Gian Franco Gensini; Serafina Valente
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errSave
Calibration-informed metrics for instance-level predictive reliability in medical AI
errArtificial Intelligence in Medicine
IF6.2
err2026-02-05
err0
PREAI
errFederico Cabitza
errShare
errSave
Perceiving AI as an Epistemic Authority or Algority: A User Study on the Human Attribution of Authority to AI
errMachine Learning and Knowledge Extraction
IF6
err2026-02-05
err0
errOAAI
errFrida Milella; Federico Cabitza
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errSave
Assessing Interaction Quality in Human–AI Dialogue: An Integrative Review and Multi-Layer Framework for Conversational Agents
errMachine Learning and Knowledge Extraction
IF6
err2026-01-26
err0
errOAAI
errLuca Marconi; Luca Longo; Federico Cabitza
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errSave
Evaluating AI Research Quality in Myasthenia Gravis: A Longitudinal Study Using the CLARITY Framework (2020–2024)
errJournal of Medical Systems
IF5.7
err2026-01-16
err0
PREAI
errLuca Marconi; Efrem Pirovano; Federico Cabitza
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errSave
Weakly supervised treatment selection: Machine learning models for appropriate surgical planning of submandibular stones
errComputers in Biology and Medicine
IF6.3
err2026-01-02
err0
errOAAI
errAndrea Campagner; Matteo Lazzeroni; Caterina Pizzi; Caterina Sattin; Giulia Buccichini; Massimo Del Fabbro; Gianluca Martino Tartaglia; Maria Cristina Firetto; Gianpaolo Carrafiello; Michael Koch; Pasquale Capaccio; Federico Cabitza
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errSave
Too Sure for Trust. The Paradoxical Effect of Calibrated Confidence in Case of Uncalibrated Trust in Hybrid Decision Making
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I
IF0
err2026-01-01
err1
errOAAI
errCabitza, Federico; Fregosi, Caterina; Vicente, Lucia
errShare
errSave
Humans in the Group, Computers in the Coop. Comparison of Individual and Collective Improvement in Cognitive Tasks in Adjunct AI Settings
errHUMAN WORK INTERACTION DESIGN: SUSTAINABLE WORKPLACES BY DESIGN, HWID 2024
IF0
err2026-01-01
err0
PREAI
errNatali, Chiara; Marconi, Luca; Fregosi, Caterina; Cabitza, Federico
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errSave
Artificial intelligence in medicine: a position paper by the Italian Society of Internal Medicine
errInternal and Emergency Medicine
IF3.8
err2025-12-19
err0
errOAAI
errClara Balsano; Federico Cabitza; Sebastiano Cicco; Marco Gori; Donato Malerba; Marco Montagna; Roberto Tarquini; Angelo Vacca
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errSave
Effectiveness of computerized decision support systems linked to electronic health records: An updated systematic review with meta-analysis
errInternational Journal of Medical Informatics
IF4.1
err2025-12-08
err0
PREAI
errAnnalisa Biffi; Greta Castellini; Gabriele del Castillo; Francesca De Nard; Camilla Vismara; Federico Cabitza; Giovanni Corrao; Silvia Gianola
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errSave
Five Degrees of Separation: Investigating the Unexpected Potential of Displaced Human-AI Collaboration Protocols for Apter AI Support
errPROCEEDINGS OF THE ACM ON HUMAN COMPUTER INTERACTION
IF0
err2025-11-01
err0
PREAI
errCabitza, Federico; Campagner, Andrea; Fregosi, Caterina; Cameli, Matteo; Gallazzi, Enrico; Sconfienza, Luca Maria; Tontini, Gian Eugenio
errShare
errSave
Let XAI generate reliability metadata, not medical explanations
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-10-08
err0
PREAI
errFederico Cabitza; Enea Parimbelli
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errSave
EFLM checklist for the assessment of AI/ML studies in laboratory medicine: enhancing general medical AI frameworks for laboratory-specific applications
errCLINICAL CHEMISTRY AND LABORATORY MEDICINE
IF3.7
err2025-09-01
err2
PREAI
errCarobene, Anna; Cadamuro, Janne; Frans, Glynis; Goldshmidt, Hanoch; Debeljak, Zeljiko; De Bruyne, Sander; van Doorn, William; Johannes, Elias; Ozdemir, Habib; Martin Perez, Salomon; Lame, Helena; Tolios, Alexander; Cabitza, Federico; Padoan, Andrea
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errSave
AI-induced Deskilling in Medicine: A Mixed-Method Review and Research Agenda for Healthcare and Beyond
errArtificial Intelligence Review
IF13.9
err2025-08-27
err0
errOAAI
errChiara Natali; Luca Marconi; Leslye Denisse Dias Duran; Federico Cabitza
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Francisco Herrera
H-index: 169 · Papers: 1.3K
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U. Rajendra Acharya
H-index: 146 · Papers: 1.1K
M
Mario Plebani
H-index: 108 · Papers: 2.0K
J
Jón Karlsson
H-index: 95 · Papers: 776
A
Angelo Vacca
H-index: 82 · Papers: 836
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