| 2026 | PERCOM | Privacy Leakage in Small Agentic Healthcare Models: An Empirical Analysis. | Gianluca Aguzzi, Sara Montagna, Stefano Ferretti |
| 2026 | PERCOM | Performant and Small: Can We Have Both? SLMs on Mobile Devices for Healthcare Chatbots. | Aqila Farahmand, Sara Montagna, Alessandro Bogliolo, Stefano Ferretti, Matteo Magnini |
| 2025 | AIME | A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot. | Gianluca Aguzzi, Matteo Magnini, Martino Francesco Pengo, Mirko Viroli, Sara Montagna |
| 2025 | PERCOM | Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring. | Matteo Magnini, Giovanni Ciatto, Ahmet Emre Kuru, Christel Sirocchi, Sara Montagna |
| 2025 | WETICE | Decentralized Health Data Management: An IPFS-based Approach and Performance Evaluation. | Francesco Franco, Alessandro Bogliolo, Sara Montagna, Luca Bedogni, Stefano Ferretti |
| 2024 | CBMS | Calibration of the Double Digital Twin for the Hand Rehabilitation by the Virtual Glove. | Alessandro Di Matteo, Daniele Lozzi, Enrico Mattei, Filippo Mignosi, Sara Montagna, Matteo Polsinelli, Giuseppe Placidi |
| 2024 | PERCOM | A Digital Twins Approach for Oncologic Pharmaceutical Supply Chain. | Samuele Burattini, Sara Montagna, Nicola Gentili, Francesca Galardi, Roberto Vespignani, Paolo Zanatto, Angelo Croatti, Alessandro Ricci |
| 2024 | PERCOM | LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis. | Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini |
| 2023 | CBMS | An Ecosystem of Digital Twins for Operating Room Management. | Samuele Burattini, Sara Montagna, Angelo Croatti, Nicola Gentili, Alessandro Ricci, Laura Leonardi, Serafino Pandolfini, Sofia Tosi |
| 2023 | CBMS | A Chatbot-based Recommendation Framework for Hypertensive Patients. | Sara Montagna, Stefano Mariani, Martino F. Pengo |
| 2021 | EUSPN | Applying Telemedicine for Stroke Remote Diagnosis: the TeleStroke System. | Angelo Croatti, Marco Longoni, Sara Montagna |
| 2019 | CBMS | Pervasive Tracking for Time-Dependent Acute Patient Flow: A Case Study in Trauma Management. | Sara Montagna, Angelo Croatti, Alessandro Ricci, Vanni Agnoletti, Vittorio Albarello |
| 2015 | MABS | Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation. | Sara Montagna, Andrea Omicini, Danilo Pianini |
| 2013 | SAC | Combining self-organisation, context-awareness and semantic reasoning: the case of resource discovery in opportunistic networks. | Graeme Stevenson, Juan Ye, Simon Dobson, Danilo Pianini, Sara Montagna, Mirko Viroli |
| 2012 | SAC | A model for drosophila melanogaster development from a single cell to stripe pattern formation. | Sara Montagna, Danilo Pianini, Mirko Viroli |
| 2012 | SAC | Pervasive ecosystems: a coordination model based on semantic chemistry. | Mirko Viroli, Danilo Pianini, Sara Montagna, Graeme Stevenson |
| 2011 | FedCSIS | A Chemical Inspired Simulation Framework for Pervasive Services Ecosystems. | Danilo Pianini, Sara Montagna, Mirko Viroli |
| 2010 | ALIFE | An Agent-based Model for the Pattern Formation in Drosophila Melanogaster. | Sara Montagna, Nicola Donati, Andrea Omicini |
| 2009 | CEC | A computational framework for modelling multicellular biochemistry. | Sara Montagna, Mirko Viroli |
| 2009 | SAC | A biochemical metaphor for developing eternally adaptive service ecosystems. | Mirko Viroli, Matteo Casadei, Sara Montagna, Franco Zambonelli |