| 2026 | AAAI | Calibrating Reliance: Addressing Misuse and Disuse in AI-Based Second-Opinion Systems for Medical Diagnosis. | Federico Cabitza, Andrea Campagner, Gian Eugenio Tontini |
| 2026 | AAAI | Too Sure for Our Own Good: A User Study on AI Confidence and Human Reliance. | Caterina Fregosi, Lucia Vicente, Andrea Campagner, Federico Cabitza |
| 2026 | AIME | Clinical Deployability: A Socio-technical Construct for Evaluating Real-World Readiness of Medical AI. | Federico Cabitza, Mauro Dragoni |
| 2026 | AIME | How Explanation Framing Shapes Reliance on AI in Clinical Decision Support. | Federico Cabitza, Alessia Papale, Lucia Vicente, Rossella Tomaiuolo |
| 2026 | ICAART | Unity Is Strength: Hybridizing Neuro-Symbolic AI and Agentic AI through Symbolic Coordination Mechanisms. | Alessia Papale, Federico Cabitza |
| 2025 | AIED | Tutor or Mentor. A Comparative Usability Study of AI Roles in Higher Education. | Luca Marconi, Federico Cabitza |
| 2025 | AIME | Who Knocks on Heaven's Door: Measuring Augmentation and Outperformance in Human-AI Diagnostic Teams. | Federico Cabitza |
| 2025 | AIME | Conformal Prediction for ECG Interpretation: A Study on Human-AI Collaboration in Clinical Decision Support. | Duarte Folgado, Lorenzo Famiglini, Andrea Campagner, Hlder Dores, Marlia Barandas, Hugo Gamboa, Federico Cabitza |
| 2025 | AIME | Explainable Machine Learning for Neonatal Screening: A Fast&Frugal Decision Tree for Rare Metabolic Disease Detection. | Gloria Lopiano, Andrea Campagner, Cristina Cereda, Stephana Carelli, Federico Cabitza |
| 2025 | ECAI | An Evidence-Theoretic Framework for Online Learning from Expert Advice. | Andrea Campagner, Francesca Arredondo, Davide Ciucci, Federico Cabitza |
| 2025 | HCI | Machine Mentoring by Machine Learning: Setting a Research Agenda on How Human-AI Collaboration Can Trigger Knowledge and Bias Transmission. | Lucia Vicente, Federico Cabitza |
| 2025 | IUI | From Oracular to Judicial: Enhancing Clinical Decision Making through Contrasting Explanations and a Novel Interaction Protocol. | Federico Cabitza, Lorenzo Famiglini, Caterina Fregosi, Samuele Pe, Enea Parimbelli, Giovanni Andrea La Maida, Enrico Gallazzi |
| 2024 | MDAI | Dissimilar Similarities: Comparing Human and Statistical Similarity Evaluation in Medical AI. | Federico Cabitza, Lorenzo Famiglini, Andrea Campagner, Luca Maria Sconfienza, Stefano Fusco, Valerio Caccavella, Enrico Gallazzi |
| 2023 | AAAI | Toward a Perspectivist Turn in Ground Truthing for Predictive Computing. | Federico Cabitza, Andrea Campagner, Valerio Basile |
| 2023 | CHI | AI Shall Have No Dominion: on How to Measure Technology Dominance in AI-supported Human decision-making. | Federico Cabitza, Andrea Campagner, Riccardo Angius, Chiara Natali, Carlo Reverberi |
| 2023 | ECAI | Towards a Rigorous Calibration Assessment Framework: Advancements in Metrics, Methods, and Use. | Lorenzo Famiglini, Andrea Campagner, Federico Cabitza |
| 2023 | Interact | The Impact of Gender and Personality in Human-AI Teaming: The Case of Collaborative Question Answering. | Frida Milella, Chiara Natali, Teresa Scantamburlo, Andrea Campagner, Federico Cabitza |
| 2022 | MDAI | Re-calibrating Machine Learning Models Using Confidence Interval Bounds. | Andrea Campagner, Lorenzo Famiglini, Federico Cabitza |
| 2021 | CBMS | Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data. | Lorenzo Famiglini, Giorgio Bini, Anna Carobene, Andrea Campagner, Federico Cabitza |
| 2020 | MDAI | Ensemble Learning, Social Choice and Collective Intelligence - An Experimental Comparison of Aggregation Techniques. | Andrea Campagner, Davide Ciucci, Federico Cabitza |
| 2019 | CBMS | Digitizing the Informed Consent: the Challenges to Design for Practices. | Michela Assale, Erica Barbero, Federico Cabitza |
| 2019 | MDAI | Biases Affecting Human Decision Making in AI-Supported Second Opinion Settings. | Federico Cabitza |
| 2019 | MDAI | Programmed Inefficiencies in DSS-Supported Human Decision Making. | Federico Cabitza, Andrea Campagner, Davide Ciucci, Andrea Seveso |
| 2016 | AVI | Valuable Visualization of Healthcare Information: From the Quantified Self Data to Conversations. | Federico Cabitza, Angela Locoro, Daniela Fogli, Massimiliano Giacomin |
| 2016 | AVI | Probing Interactivity in Open Data for General Practice. An Evidence-Based Approach. | Federico Cabitza, Francesco Del Zotti, Angela Locoro |
| 2016 | CSCW | Data-work in Healthcare: The New Work Ecologies of Healthcare Infrastructures. | Claus Bossen, Kathleen H. Pine, Gunnar Ellingsen, Federico Cabitza |
| 2016 | CSCW | Moving Western Neighborliness to East? A study on Local Exchange in Bangladesh. | Federico Cabitza, Angela Locoro, Carla Simone, Tunazzina Sultana |
| 2016 | IC3K | More Time for the Doing, Having Made the Thinking - 3D Printing for Knowledge Circulation in Healthcare. | Federico Cabitza, Angela Locoro, Aurelio Ravarini, Vittorio Satta |
| 2016 | MUM | Touch&Screen: widget collection for large screens controlled through smartphones. | Alessio Bellino, Federico Cabitza, Giorgio De Michelis, Flavio De Paoli |
| 2015 | IC3K | Exploiting the Collective Knowledge of Communities of Experts. | Federico Cabitza, Angela Locoro |
| 2015 | IC3K | Mapping the Knowledge Artifact Terrain. | Federico Cabitza, Angela Locoro |
| 2014 | AVI | COProduction as Last Resort to Make IT Projects Less Doomed to Fail. | Federico Cabitza |
| 2014 | AVI | Knowledge artifacts within knowing communities to foster collective knowledge. | Federico Cabitza, Andrea Cerroni, Carla Simone |
| 2014 | AVI | Cultivating a Culture of Participation for the Co-Evolution of Users and Systems. | Federico Cabitza, Daniela Fogli, Antonio Piccinno |
| 2014 | AVI | Should the Culture of Participation inform a new Ethics of Design? | Angela Locoro, Federico Cabitza |
| 2014 | IC3K | The Knowledge-stream Model - A Comprehensive Model for Knowledge Circulation in Communities of Knowledgeable Practitioners. | Federico Cabitza, Andrea Cerroni, Angela Locoro, Carla Simone |
| 2014 | IC3K | "Made with Knowledge" - Disentangling the IT Knowledge Artifact by a Qualitative Literature Review. | Federico Cabitza, Angela Locoro |
| 2014 | IC3K | "Made with Knowledge": Reporting a Qualitative Literature Review on the Concept of the IT Knowledge Artifact. | Federico Cabitza, Angela Locoro |
| 2013 | ECSCW | "Drops Hollowing the Stone": Workarounds as Resources for Better Task-Artifact Fit. | Federico Cabitza, Carla Simone |
| 2013 | RCIS | Determining factors in ICT adoption by MSME's in agriculture clusters: An exploratory case study. | Gianluigi Viscusi, Federico Cabitza, Andrea Maurino, Fabio Stella |
| 2012 | Group | Supporting artifact-mediated discourses through a recursive annotation tool. | Federico Cabitza, Carla Simone, Marco P. Locatelli |
| 2011 | EICS | WOAD, A Platform to Deploy Flexible EPRs in Full Control of End-Users. | Federico Cabitza, Stefano Corna, Iade Gesso, Carla Simone |
| 2009 | ECSCW | PRODOC: an Electronic Patient Record to Foster Process-Oriented Practices. | Federico Cabitza, Carla Simone, Giovanni Zorzato |
| 2008 | BPM | Promoting Process-Based Collaboration Awareness to Integrate Care Teams. | Federico Cabitza, Marco P. Locatelli, Carla Simone |
| 2008 | CBMS | Supporting Practices of Positive Redundancy for Seamless Care. | Federico Cabitza, Carla Simone |
| 2008 | NordiCHI | Much undo about nothing?: investigating why email retraction is less popular than apologizing. | Federico Cabitza, Marco Loregian |
| 2007 | ECSCW | "...and do it the usual way": fostering awareness of work conventions in document-mediated collaboration. | Federico Cabitza, Carla Simone |
| 2007 | Group | Providing awareness through situated process maps: the hospital care case. | Federico Cabitza, Marcello Sarini, Carla Simone |
| 2006 | PERCOM | CASMAS: Supporting Collaboration in Pervasive Environments. | Federico Cabitza, Marco P. Locatelli, Marcello Sarini, Carla Simone |
| 2005 | Group | When once is not enough: the role of redundancy in a hospital ward setting. | Federico Cabitza, Marcello Sarini, Carla Simone, Michele Telaro |