CAMPAGNER, ANDREA
CAMPAGNER, ANDREA
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Artificial Intelligence in hepatology: A position paper by the Italian Association for the Study of the Liver
2026 Balsano, C; Alisi, A; Burra, P; Calvaruso, V; Camma, C; Campagner, A; Donatelli, P; Germani, G; Gerussi, A; Giuffre, M; Lleo, A; Panebianco, V; Persico, M; Pugliese, N; Rossi, S
Calibrating Reliance: Addressing Misuse and Disuse in AI-Based Second-Opinion Systems for Medical Diagnosis
2026 Cabitza, F; Campagner, A; Tontini, G
Diversity Clustering: A Soft Clustering Model Inspired by Ecological Diversity
2026 Campagner, A; Ricotta, C; Ciucci, D
Leveraging Causal Graphs to Improve LLM-Based Causal Reasoning: an Empirical Study
2026 Lopiano, G; Campagner, A; Pasqualini, M; Ciucci, D
Majority-consensus and harmony-guided evidential multimodal classification
2026 Boukersoul, H; Sebbak, F; Campagner, A; Ciucci, D
Missing but Not Missed: On Learnability Under Imputation
2026 Campagner, A
Predictive Factors of Inpatient Rehabilitation Outcomes and Stay: A Machine Learning Study with Temporal Validation
2026 Campagner, A; Cordani, C; Pelosi, C; Buttafava, L; Imperiali, L; Borghi, S; Grippa, D; Kiekens, C; Negrini, S; Banfi, G; Pennestri, F
Too Sure for Our Own Good: A User Study on AI Confidence and Human Reliance
2026 Fregosi, C; Vicente, L; Campagner, A; Cabitza, F
Under what influence: Measuring AI influence to fit user profiles in decision-making
2026 Campagner, A; Fregosi, C; Natali, C; Cabitza, F
Weakly supervised treatment selection: Machine learning models for appropriate surgical planning of submandibular stones
2026 Campagner, A; Lazzeroni, M; Pizzi, C; Sattin, C; Buccichini, G; Del Fabbro, M; Tartaglia, G; Firetto, M; Carrafiello, G; Koch, M; Capaccio, P; Cabitza, F
A User-Oriented Perspective on Soft Clustering: Explainability and Uncertainty Quantification
2025 Campagner, A; Cabitza, F; Ciucci, D
An Evidence-Theoretic Framework for Online Learning from Expert Advice
2025 Campagner, A; Arredondo, F; Ciucci, D; Cabitza, F
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
Conformal Prediction for ECG Interpretation: A Study on Human-AI Collaboration in Clinical Decision Support
2025 Folgado, D; Famiglini, L; Campagner, A; Dores, H; Barandas, M; Gamboa, H; Cabitza, F
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
Explainable Machine Learning for Neonatal Screening: A Fast&Frugal Decision Tree for Rare Metabolic Disease Detection
2025 Lopiano, G; Campagner, A; Cereda, C; Carelli, S; Cabitza, F
Five Degrees of Separation: Investigating the Unexpected Potential of Displaced Human-AI Collaboration Protocols for Apter AI Support
2025 Cabitza, F; Campagner, A; Fregosi, C; Cameli, M; Gallazzi, E; Sconfienza, L; Tontini, G
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
Modeling unknowns: A vision for uncertainty-aware machine learning in healthcare
2025 Campagner, A; Biganzoli, E; Balsano, C; Cereda, C; Cabitza, F
softpy: A User-Friendly Python Library for Soft Computing
2025 Campagner, A; Ciucci, D