CABITZA, FEDERICO ANTONIO NICCOLO' AMEDEO
CABITZA, FEDERICO ANTONIO NICCOLO' AMEDEO
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
2025 Campagner, A; Agnello, L; Carobene, A; Padoan, A; Del Ben, F; Locatelli, M; Plebani, M; Ognibene, A; Lorubbio, M; De Vecchi, E; Cortegiani, A; Piva, E; Poz, D; Curcio, F; Cabitza, F; Ciaccio, M
Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare
2025 Salvi, M; Seoni, S; Campagner, A; Gertych, A; Acharya, U; Molinari, F; Cabitza, F
Malnutrition and Disability: A Retrospective Study on 2258 Adult Patients Undergoing Elective Spine Surgery
2025 Briguglio, M; Campagner, A; Langella, F; Cecchinato, R; Damilano, M; Bellosta-López, P; Crespi, T; De Vecchi, E; Latella, M; Barone, G; Scaramuzzo, L; Bassani, R; Luca, A; Brayda-Bruno, M; Wainwright, T; Middleton, R; Lombardi, G; Cabitza, F; Banfi, G; Berjano, P
Uncovering hidden subtypes in dementia: An unsupervised machine learning approach to dementia diagnosis and personalization of care
2025 Campagner, A; Marconi, L; Bianchi, E; Arosio, B; Rossi, P; Annoni, G; Lucchi, T; Montano, N; Cabitza, F
CLARITY AI: A Comprehensive Checklist Integrating Established Frameworks for Enhanced Research Quality in Medical AI Studies
2024 Marconi, L; Pirovano, E; Cabitza, F
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
Enhancing human-AI collaboration: The case of colonoscopy
2024 Introzzi, L; Zonca, J; Cabitza, F; Cherubini, P; Reverberi, C
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
Not in My Face: Challenges and Ethical Considerations in Automatic Face Emotion Recognition Technology
2024 Mattioli, M; Cabitza, F
Regole per l’intelligenza artificiale
2024 Rossetti, A; Cabitza, F
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