Sara Montagna

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 38

Top Topics

Stochastic Simulation

Machine Learning

Top Venues

J. Medical Syst.

Comput. Methods Programs Biomed.

Publications

Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini
LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis. PerCom Workshops (2024)
Alessandro Di Matteo, Daniele Lozzi, Enrico Mattei, Filippo Mignosi, Sara Montagna, Matteo Polsinelli, Giuseppe Placidi
Calibration of the Double Digital Twin for the Hand Rehabilitation by the Virtual Glove. CBMS (2024)
Christel Sirocchi, Alessandro Bogliolo, Sara Montagna
Medical-informed machine learning: integrating prior knowledge into medical decision systems. BMC Medical Informatics Decis. Mak. 24 (4) (2024)
Sara Montagna, Christel Sirocchi
Hybrid Personal Medical Digital Assistant Agents. WOA (2024)
Christel Sirocchi, Federica Biancucci, Matteo Donati, Alessandro Bogliolo, Mauro Magnani, Michele Menotta, Sara Montagna
Exploring machine learning for untargeted metabolomics using molecular fingerprints. Comput. Methods Programs Biomed. 250 (2024)
Samuele Burattini, Sara Montagna, Nicola Gentili, Francesca Galardi, Roberto Vespignani, Paolo Zanatto, Angelo Croatti, Alessandro Ricci
A Digital Twins Approach for Oncologic Pharmaceutical Supply Chain. PerCom Workshops (2024)
Marco Furini, Michele Mariani, Sara Montagna, Stefano Ferretti
Conversational Skills of LLM-based Healthcare Chatbot for Personalized Communications. GoodIT (2024)
Sara Montagna, Stefano Mariani, Michael Ignaz Schumacher, Gaetano Manzo
Agent-based systems in healthcare. Comput. Methods Programs Biomed. 248 (2024)
Samuele Burattini, Sara Montagna, Angelo Croatti, Nicola Gentili, Alessandro Ricci, Laura Leonardi, Serafino Pandolfini, Sofia Tosi
An Ecosystem of Digital Twins for Operating Room Management. CBMS (2023)
Sara Montagna, Stefano Mariani, Martino F. Pengo
A Chatbot-based Recommendation Framework for Hypertensive Patients. CBMS (2023)
Christel Sirocchi, Federica Biancucci, Matteo Donati, Nunzio D'Amore, Riccardo Benedetti, Alessandro Bogliolo, Stefano Ferretti, Mauro Magnani, Michele Menotta, Muhammad Suffian Nizami, Sara Montagna
Machine Learning-Enabled Prediction of Metabolite Response in Genetic Disorders (SHORT PAPER). HC@AIxIA (2023)
Sara Montagna, Stefano Ferretti, Lorenz Cuno Klopfenstein, Antonio Florio, Martino Francesco Pengo
Data Decentralisation of LLM-Based Chatbot Systems in Chronic Disease Self-Management. GoodIT (2023)
Emilio Sulis, Stefano Mariani, Sara Montagna
A survey on agents applications in healthcare: Opportunities, challenges and trends. Comput. Methods Programs Biomed. 236 (2023)
Sara Montagna, Martino F. Pengo, Stefano Ferretti, Claudio Borghi, Claudio Ferri, Guido Grassi, Maria Lorenza Muiesan, Gianfranco Parati
Machine Learning in Hypertension Detection: A Study on World Hypertension Day Data. J. Medical Syst. 47 (1) (2023)
Stefano Ferretti, Sara Montagna
Network Modularity based Clustering for Portfolio Allocation: a Monte-Carlo Simulation Study. DS-RT (2022)
Alessandro Ricci, Angelo Croatti, Stefano Mariani, Sara Montagna, Marco Picone
Web of Digital Twins. ACM Trans. Internet Techn. 22 (4) (2022)
Muhammad Suffian Nizami, Sara Montagna, Alessandro Bogliolo, Claudio Ortolani, Stefano Papa, Mario D'Atri
Machine learning for automated gating of flow cytometry data. HC@AIxIA (2022)
Alessandro Ricci, Angelo Croatti, Sara Montagna
Pervasive and Connected Digital Twins - A Vision for Digital Health. IEEE Internet Comput. 26 (5) (2022)
Angelo Croatti, Marco Longoni, Sara Montagna
Applying Telemedicine for Stroke Remote Diagnosis: the TeleStroke System. EUSPN/ICTH (2021)
Sara Montagna, Michele Braccini, Andrea Roli
The Impact of Self-Loops on Boolean Networks Attractor Landscape and Implications for Cell Differentiation Modelling. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Angelo Croatti, Sara Montagna, Carolina Lombardi, Gianfranco Parati, Martino F. Pengo, Alessandro Silvani
An Internet of Medical Things System to Increase Continuous Positive Airway Pressure Usage in Patients with Sleep-Disordered Breathing. SN Comput. Sci. 2 (2) (2021)
Sara Montagna, Stefano Mariani, Emiliano Gamberini
Augmenting BDI Agency with a Cognitive Service: Architecture and Validation in Healthcare Domain. J. Medical Syst. 45 (12) (2021)
Angelo Croatti, Matteo Gabellini, Sara Montagna, Alessandro Ricci
On the Integration of Agents and Digital Twins in Healthcare. J. Medical Syst. 44 (9) (2020)
Neil Vaughan, Eloisa Vargiu, Stefano Mariani, Sara Montagna, Michael Schumacher
Guest Editorial: Healthcare Intelligent Multi Agent Systems. J. Medical Syst. 44 (8) (2020)
Sara Montagna, Angelo Croatti, Alessandro Ricci, Vanni Agnoletti, Vittorio Albarello, Emiliano Gamberini
Real-time tracking and documentation in trauma management. Health Informatics J. 26 (1) (2020)
Sara Montagna, Stefano Mariani, Emiliano Gamberini, Alessandro Ricci, Franco Zambonelli
Complementing Agents with Cognitive Services: A Case Study in Healthcare. J. Medical Syst. 44 (10) (2020)
Sara Montagna, Angelo Croatti, Alessandro Ricci, Vanni Agnoletti, Vittorio Albarello
Pervasive Tracking for Time-Dependent Acute Patient Flow: A Case Study in Trauma Management. CBMS (2019)
Angelo Croatti, Sara Montagna, Alessandro Ricci, Emiliano Gamberini, Vittorio Albarello, Vanni Agnoletti
BDI personal medical assistant agents: The case of trauma tracking and alerting. Artif. Intell. Medicine 96 (2019)
Michele Braccini, Andrea Roli, Marco Villani, Sara Montagna, Roberto Serra
The Effects of a Simplified Model of Chromatin Dynamics on Attractors Robustness in Random Boolean Networks with Self-loops: An Experimental Study. WIVACE (2019)
Michele Braccini, Andrea Roli, Marco Villani, Sara Montagna, Roberto Serra
A simplified model of chromatin dynamics drives differentiation process in Boolean models of GRN. ALIFE (2019)
Sara Montagna, Daniel Castro Silva, Pedro Henriques Abreu, Márcia Ito, Michael Ignaz Schumacher, Eloisa Vargiu
Autonomous agents and multi-agent systems applied in healthcare. Artif. Intell. Medicine 96 (2019)
Michele Braccini, Sara Montagna, Andrea Roli
Self-loops Favour Diversification and Asymmetric Transitions Between Attractors in Boolean Network Models. WIVACE (2018)
Sara Montagna, Michele Braccini, Andrea Roli
The Impact of Self-loops in Random Boolean Network Dynamics: A Simulation Analysis. WIVACE (2017)
Sara Montagna, Andrea Omicini
Agent-based modeling for the self-management of chronic diseases: An exploratory study. Simul. 93 (9) (2017)
Angelo Croatti, Sara Montagna, Alessandro Ricci
A Personal Medical Digital Assistant Agent for Supporting Human Operators in Emergency Scenarios. A2HC@AAMAS/A-HEALTH@PAAMS (2017)
Angelo Croatti, Sara Montagna, Alessandro Ricci
A Personal Medical Digital Assistant Agent for Supporting Human Operators in Emergency Scenarios. AAMAS Workshops (Visionary Papers) (2017)
Simon A. Dobson, Mirko Viroli, Jose Luis Fernandez-Marquez, Franco Zambonelli, Graeme Stevenson, Giovanna Di Marzo Serugendo, Sara Montagna, Danilo Pianini, Juan Ye, Gabriella Castelli, Alberto Rosi
Spatial awareness in pervasive ecosystems. Knowl. Eng. Rev. 31 (4) (2016)
Sara Montagna, Andrea Omicini, Francesco Degli Angeli, Michele Donati
Towards the Adoption of Agent-Based Modelling and Simulation in Mobile Health Systems for the Self-Management of Chronic Diseases. WOA (2016)
Franco Zambonelli, Andrea Omicini, Bernhard Anzengruber, Gabriella Castelli, Francesco L. De Angelis, Giovanna Di Marzo Serugendo, Simon A. Dobson, Jose Luis Fernandez-Marquez, Alois Ferscha, Marco Mamei, Stefano Mariani, Ambra Molesini, Sara Montagna, Jussi Nieminen, Danilo Pianini, Matteo Risoldi, Alberto Rosi, Graeme Stevenson, Mirko Viroli, Juan Ye
Developing pervasive multi-agent systems with nature-inspired coordination. Pervasive Mob. Comput. 17 (2015)
Sara Montagna, Andrea Omicini, Danilo Pianini
Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation. MABS (2015)
Sara Montagna, Andrea Omicini, Danilo Pianini
A Gillespie-based Computational Model for Integrating Event-driven and Multi-Agent Based Simulation: Extended Abstract. AAMAS (2015)
Mirko Viroli, Danilo Pianini, Sara Montagna, Graeme Stevenson, Franco Zambonelli
A coordination model of pervasive service ecosystems. Sci. Comput. Program. 110 (2015)
Sara Montagna, Mirko Viroli, Andrea Roli
A framework supporting multi-compartment stochastic simulation and parameter optimisation for investigating biological system development. Simul. 91 (7) (2015)
Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Sara Montagna, Mirko Viroli, Josep Lluís Arcos
Description and composition of bio-inspired design patterns: a complete overview. Nat. Comput. 12 (1) (2013)
Sara Montagna, Mirko Viroli, Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Franco Zambonelli
Injecting Self-Organisation into Pervasive Service Ecosystems. Mob. Networks Appl. 18 (3) (2013)
Graeme Stevenson, Juan Ye, Simon Dobson, Danilo Pianini, Sara Montagna, Mirko Viroli
Combining self-organisation, context-awareness and semantic reasoning: the case of resource discovery in opportunistic networks. SAC (2013)
Danilo Pianini, Sara Montagna, Mirko Viroli
Chemical-oriented simulation of computational systems with ALCHEMIST. J. Simulation 7 (3) (2013)
Sara Montagna, Danilo Pianini, Mirko Viroli
Gradient-Based Self-Organisation Patterns of Anticipative Adaptation. SASO (2012)
Graeme Stevenson, Juan Ye, Simon Dobson, Mirko Viroli, Sara Montagna
Self-Organising Semantic Resource Discovery for Pervasive Systems. SASO Workshops (2012)
Graeme Stevenson, Jose Luis Fernandez-Marquez, Sara Montagna, Alberto Rosi, Juan Ye, Akla-Esso Tchao, Simon Dobson, Giovanna Di Marzo Serugendo, Mirko Viroli
Towards Situated Awareness in Urban Networks: A Bio-Inspired Approach. SASO Workshops (2012)
Mirko Viroli, Danilo Pianini, Sara Montagna, Graeme Stevenson
Pervasive ecosystems: a coordination model based on semantic chemistry. SAC (2012)
Sara Montagna, Danilo Pianini, Mirko Viroli
A model for drosophila melanogaster development from a single cell to stripe pattern formation. SAC (2012)
Sara Montagna, Mirko Viroli, Danilo Pianini, Jose Luis Fernandez-Marquez
Towards a Comprehensive Approach to Spontaneous self-composition in Pervasive Ecosystems. WOA (2012)
Mirko Viroli, Matteo Casadei, Sara Montagna, Franco Zambonelli
Spatial Coordination of Pervasive Services through Chemical-Inspired Tuple Spaces. ACM Trans. Auton. Adapt. Syst. 6 (2) (2011)
Jose Luis Fernandez-Marquez, Josep Lluís Arcos, Giovanna Di Marzo Serugendo, Mirko Viroli, Sara Montagna
Description and composition of bio-inspired design patterns: the gradient case. BADS@ICAC (2011)
Sara Montagna, Mirko Viroli, Matteo Risoldi, Danilo Pianini, Giovanna Di Marzo Serugendo
Self-organising Pervasive Ecosystems: A Crowd Evacuation Example. SERENE (2011)
Franco Zambonelli, Gabriella Castelli, Laura Ferrari, Marco Mamei, Alberto Rosi, Giovanna Di Marzo Serugendo, Matteo Risoldi, Akla-Esso Tchao, Simon Dobson, Graeme Stevenson, Juan Ye, Elena Nardini, Andrea Omicini, Sara Montagna, Mirko Viroli, Alois Ferscha, Sascha Maschek, Bernhard Wally
Self-aware Pervasive Service Ecosystems. FET (2011)
Danilo Pianini, Mirko Viroli, Sara Montagna
A Simulation Framework for Pervasive Services Ecosystems. WOA (2011)
Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Sara Montagna
BIO-CORE: Bio-inspired Self-organising Mechanisms Core. BIONETICS (2011)
Danilo Pianini, Sara Montagna, Mirko Viroli
A Chemical Inspired Simulation Framework for Pervasive Services Ecosystems. FedCSIS (2011)
Sara Montagna, Mirko Viroli
A Framework for Modelling and Simulating Networks of Cells. Electron. Notes Theor. Comput. Sci. 268 (2010)
Sara Montagna, Nicola Donati, Andrea Omicini
An Agent-based Model for the Pattern Formation in Drosophila Melanogaster. ALIFE (2010)
Sara Montagna, Andrea Omicini, Alessandro Ricci
A Multiscale Agent-based Model of Morphogenesis in Biological Systems. WOA (2010)
Mirko Viroli, Matteo Casadei, Sara Montagna, Franco Zambonelli
Spatial Coordination of Pervasive Systems through Chemical-Inspired Tuple Spaces. SASO Workshops (2010)
Sara Montagna, Andrea Roli
Parameter Tuning of a Stochastic Biological Simulator by Metaheuristics. AI*IA (2009)
Mirko Viroli, Matteo Casadei, Sara Montagna, Franco Zambonelli
A biochemical metaphor for developing eternally adaptive service ecosystems. SAC (2009)
Sara Montagna, Mirko Viroli
A computational framework for modelling multicellular biochemistry. IEEE Congress on Evolutionary Computation (2009)
Sara Montagna, Alessandro Ricci, Andrea Omicini
A&A for modelling and engineering simulations in Systems Biology. Int. J. Agent Oriented Softw. Eng. 2 (2) (2008)