Burattini, Samuele; Mariani, Stefano; Montagna, Sara; Picone, Marco; Ricci, Alessandro, Distributing intelligent functionalities in the Internet of Things with agents and Digital Twins, «INTERNET OF THINGS», 2025, 31, pp. 1 - 23 [Scientific article]
Magnini, Matteo; Aguzzi, Gianluca; Montagna, Sara, Open-source small language models for personal medical assistant chatbots, «INTELLIGENCE-BASED MEDICINE», 2025, 11, Article number: 100197 , pp. 1 - 9 [Scientific article]Open Access
Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martino Francesco; Aguzzi, Gianluca; Magnini, Matteo, Privacy-preserving LLM-based chatbots for hypertensive patient self-management, «SMART HEALTH», 2025, 36, pp. 1 - 13 [Scientific article]
Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S., Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients, in: Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024, CEUR-WS.org, 2024, 3880, pp. 189 - 201 (atti di: 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024) [Contribution to conference proceedings]Open Access
Sirocchi, C.; Biancucci, F.; Suffian, M.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S., Correction to: Predicting metabolic responses in genetic disorders via structural representation in machine learning (Progress in Artificial Intelligence, (2024), 10.1007/s13748-024-00338-9), «PROGRESS IN ARTIFICIAL INTELLIGENCE», 2024, 1, pp. 1 - 3 [Scientific article]
Montagna S.; Aguzzi G.; Ferretti S.; Pengo M.F.; Klopfenstein L.C.; Ungolo M.; Magnini M., LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis, in: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 346 - 351 (atti di: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, fra, 2024) [Contribution to conference proceedings]
Esterle, L.; Montagna, S.; Pianini, D.; Aguzzi, G.; Bellman, K. L.; Ciatto, G.; Contoli, C.; Donati, M.; Mariani, S.; Rahmani, A.; Savaglio, C.; Storti, E.; Taherinejad, N.; van der Sluis, O.; Wang, Z., MADTECC 2024: 1st Workshop on Medical Applications with Digital Twins and Edge-cloud Continuum - Welcome and Committees, in: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, CA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 30 - 31 [Preface]
Sirocchi C.; Biancucci F.; Suffian M.; Donati M.; Ferretti S.; Bogliolo A.; Magnani M.; Menotta M.; Montagna S., Predicting metabolic responses in genetic disorders via structural representation in machine learning, «PROGRESS IN ARTIFICIAL INTELLIGENCE», 2024, 1, pp. 1 - 14 [Scientific article]
Burattini, Samuele; Montagna, Sara; Croatti, Angelo; Gentili, Nicola; Ricci, Alessandro; Leonardi, Laura; Pandolfini, Serafino; Tosi, Sofia, An Ecosystem of Digital Twins for Operating Room Management, in: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), 2023, pp. 770 - 775 (atti di: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 22-24 June 2023) [Contribution to conference proceedings]
Ferretti S.; Montagna S., Network Modularity based Clustering for Portfolio Allocation: a Monte-Carlo Simulation Study, in: 2022 IEEE/ACM 26th International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2022, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 104 - 111 (atti di: 26th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2022, fra, 2022) [Contribution to conference proceedings]
Ricci, Alessandro; Croatti, Angelo; Montagna, Sara, Pervasive and Connected Digital Twins – A Vision for Digital Health, «IEEE INTERNET COMPUTING», 2022, 26, pp. 26 - 32 [Scientific article]Open Access
Alessandro Ricci, Angelo Croatti, Stefano Mariani, Sara Montagna, Marco Picone, Web of Digital Twins, «ACM TRANSACTIONS ON INTERNET TECHNOLOGY», 2022, 22, Article number: 101 , pp. 1 - 30 [Scientific article]Open Access
Croatti, Angelo; Montagna, Sara; Lombardi, Carolina; Parati, Gianfranco; Pengo, Martino F.; Silvani, Alessandro, An Internet of Medical Things System to Increase Continuous Positive Airway Pressure Usage in Patients with Sleep-Disordered Breathing, «SN COMPUTER SCIENCE», 2021, 2, Article number: 117 , pp. 1 - 9 [Scientific article]Open Access
Croatti, Angelo; Longoni, Marco; Montagna, Sara, Applying Telemedicine for Stroke Remote Diagnosis: the TeleStroke System, «PROCEDIA COMPUTER SCIENCE», 2021, 198, pp. 164 - 170 [Scientific article]Open Access
Montagna, Sara; Mariani, Stefano; Gamberini, Emiliano, Augmenting BDI Agency with a Cognitive Service: Architecture and Validation in Healthcare Domain, «JOURNAL OF MEDICAL SYSTEMS», 2021, 45, Article number: 103 , pp. 1 - 10 [Scientific article]
