CABITZA, FEDERICO ANTONIO NICCOLO' AMEDEO
CABITZA, FEDERICO ANTONIO NICCOLO' AMEDEO
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Dissimilar Similarities: Comparing Human and Statistical Similarity Evaluation in Medical AI
2024 Cabitza, F; Famiglini, L; Campagner, A; Sconfienza, L; Fusco, S; Caccavella, V; Gallazzi, E
Ensemble Predictors: Possibilistic Combination of Conformal Predictors for Multivariate Time Series Classification
2024 Campagner, A; Barandas, M; Folgado, D; Gamboa, H; Cabitza, F
Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram
2024 Barandas, M; Famiglini, L; Campagner, A; Folgado, D; Simao, R; Cabitza, F; Gamboa, H
Evidence-based XAI: An empirical approach to design more effective and explainable decision support systems
2024 Famiglini, L; Campagner, A; Barandas, M; La Maida, G; Gallazzi, E; Cabitza, F
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
2024 Longo, L; Brcic, M; Cabitza, F; Choi, J; Confalonieri, R; Ser, J; Guidotti, R; Hayashi, Y; Herrera, F; Holzinger, A; Jiang, R; Khosravi, H; Lecue, F; Malgieri, G; Páez, A; Samek, W; Schneider, J; Speith, T; Stumpf, S
Explanations Considered Harmful: The Impact of Misleading Explanations on Accuracy in Hybrid Human-AI Decision Making
2024 Cabitza, F; Fregosi, C; Campagner, A; Natali, C
Invisible to Machines: Designing AI that Supports Vision Work in Radiology
2024 Anichini, G; Natali, C; Cabitza, F
Never tell me the odds: Investigating pro-hoc explanations in medical decision making
2024 Cabitza, F; Natali, C; Famiglini, L; Campagner, A; Caccavella, V; Gallazzi, E
Rising adoption of artificial intelligence in scientific publishing: evaluating the role, risks, and ethical implications in paper drafting and review process
2024 Carobene, A; Padoan, A; Cabitza, F; Banfi, G; Plebani, M
Second opinion machine learning for fast-track pathway assignment in hip and knee replacement surgery: the use of patient-reported outcome measures
2024 Campagner, A; Milella, F; Banfi, G; Cabitza, F
The Challenges and Promises of Artifcial Intelligence in the Contemporary Society: A Critical Perspective
2024 Marconi, L; Cabitza, F
Three-way decision in machine learning tasks: a systematic review
2024 Campagner, A; Milella, F; Ciucci, D; Cabitza, F
Aggregation models in ensemble learning: A large-scale comparison
2023 Campagner, A; Ciucci, D; Cabitza, F
AI Shall Have No Dominion: on How to Measure Technology Dominance in AI-supported Human decision-making
2023 Cabitza, F; Campagner, A; Angius, R; Natali, C; Reverberi, F
Artificial Intelligence and liver: Opportunities and barriers
2023 Balsano, C; Burra, P; Duvoux, C; Alisi, A; Piscaglia, F; Gerussi, A; Brunetto, M; Bonino, F; Montalti, R; Campanile, S; Persico, M; Alvaro, D; Santini, S; Invernizzi, P; Carbone, M; Masarone, M; Eccher, A; Siciliano, B; Vento, M; Ficuciello, F; Cabitza, F; Penasa, S; Donatelli, P
Assessment of Fast-Track Pathway in Hip and Knee Replacement Surgery by Propensity Score Matching on Patient-Reported Outcomes
2023 Campagner, A; Milella, F; Guida, S; Bernareggi, S; Banfi, G; Cabitza, F
Biomarkers for Mixed Dementia: a hard bone to bite? Preliminary analyses and promising results for a debated topic
2023 Campagner, A; Famiglini, L; Arosio, B; Rossi, P; Annoni, G; Cabitza, F
Color Shadows 2: Assessing the Impact of XAI on Diagnostic Decision-Making
2023 Natali, C; Famiglini, L; Campagner, A; La Maida, G; Gallazzi, E; Cabitza, F
Controllable AI - An Alternative to Trustworthiness in Complex AI Systems?
2023 Kieseberg, P; Weippl, E; Tjoa, A; Cabitza, F; Campagner, A; Holzinger, A
Editorial: Clinical Integration of Artificial Intelligence in Spine Surgery: Stepping in a new Frontier
2023 Gallazzi, E; La Maida, G; Cabitza, F