Lorenzo Famiglini

19 papers A 2B 3C 4Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Conformal Prediction for ECG Interpretation: A Study on Human-AI Collaboration in Clinical Decision Support.
AIME (1)
Duarte Folgado, Lorenzo Famiglini, Andrea Campagner, Hélder Dores, Marília Barandas, Hugo Gamboa, Federico Cabitza
2025 A conf
From Oracular to Judicial: Enhancing Clinical Decision Making through Contrasting Explanations and a Novel Interaction Protocol.
IUI
Federico Cabitza, Lorenzo Famiglini, Caterina Fregosi, Samuele Pe, Enea Parimbelli, Giovanni Andrea La Maida, Enrico Gallazzi
2024 B conf
Dissimilar Similarities: Comparing Human and Statistical Similarity Evaluation in Medical AI.
MDAI
Federico Cabitza, Lorenzo Famiglini, Andrea Campagner, Luca Maria Sconfienza, Stefano Fusco, Valerio Caccavella, Enrico Gallazzi
2024 J jnl
Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram.
Inf. Fusion
Marília Barandas, Lorenzo Famiglini, Andrea Campagner, Duarte Folgado, Raquel Simão, Federico Cabitza, Hugo Gamboa
2024 J jnl
Evidence-based XAI: An empirical approach to design more effective and explainable decision support systems.
Comput. Biol. Medicine
Lorenzo Famiglini, Andrea Campagner, Marília Barandas, Giovanni Andrea La Maida, Enrico Gallazzi, Federico Cabitza
2024 J jnl
Never tell me the odds: Investigating pro-hoc explanations in medical decision making.
Artif. Intell. Medicine
Federico Cabitza, Chiara Natali, Lorenzo Famiglini, Andrea Campagner, Valerio Caccavella, Enrico Gallazzi
2023 — conf
Biomarkers for mixed dementia: a hard bone to bite? Preliminary analyses and promising results for a debated topic.
AIxAS@AI*IA
Andrea Campagner, Lorenzo Famiglini, Beatrice Arosio, Paolo Rossi, Giorgio Annoni, Federico Cabitza
2023 — conf
Color Shadows 2: Assessing the Impact of XAI on Diagnostic Decision-Making.
xAI (1)
Chiara Natali, Lorenzo Famiglini, Andrea Campagner, Giovanni Andrea La Maida, Enrico Gallazzi, Federico Cabitza
2023 J jnl
Everything is varied: The surprising impact of instantial variation on ML reliability.
Appl. Soft Comput.
Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza
2023 J jnl
Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series.
Inf. Fusion
Duarte Folgado, Marília Barandas, Lorenzo Famiglini, Ricardo Santos, Federico Cabitza, Hugo Gamboa
2023 C conf
Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the AI Advice.
CD-MAKE
Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Chiara Natali, Valerio Caccavella, Enrico Gallazzi
2023 A conf
Towards a Rigorous Calibration Assessment Framework: Advancements in Metrics, Methods, and Use.
ECAI
Lorenzo Famiglini, Andrea Campagner, Federico Cabitza
2022 — conf
A Confidence Interval-Based Method for Classifier Re-Calibration.
MIE
Andrea Campagner, Lorenzo Famiglini, Federico Cabitza
2022 C conf
Color Shadows (Part I): Exploratory Usability Evaluation of Activation Maps in Radiological Machine Learning.
CD-MAKE
Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Enrico Gallazzi, Giovanni Andrea La Maida
2022 J jnl
Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine.
CoRR
Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza
2022 C conf
Global Interpretable Calibration Index, a New Metric to Estimate Machine Learning Models' Calibration.
CD-MAKE
Federico Cabitza, Andrea Campagner, Lorenzo Famiglini
2022 B conf
Re-calibrating Machine Learning Models Using Confidence Interval Bounds.
MDAI
Andrea Campagner, Lorenzo Famiglini, Federico Cabitza
2021 C conf
On the Generalization of Figurative Language Detection: The Case of Irony and Sarcasm.
NLDB
Lorenzo Famiglini, Elisabetta Fersini, Paolo Rosso
2021 B conf
Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data.
CBMS
Lorenzo Famiglini, Giorgio Bini, Anna Carobene, Andrea Campagner, Federico Cabitza