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ORCIDSara Montagna
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2020 – today
- 2024
[j26]Sara Montagna
, Stefano Mariani, Michael Ignaz Schumacher, Gaetano Manzo:
Agent-based systems in healthcare. Comput. Methods Programs Biomed. 248: 108140 (2024)- [j25]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: 108163 (2024) - [j24]Christel Sirocchi, Alessandro Bogliolo, Sara Montagna:
Medical-informed machine learning: integrating prior knowledge into medical decision systems. BMC Medical Informatics Decis. Mak. 24(4): 186 (2024) - [c43]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: 521-526 - [c42]Marco Furini, Michele Mariani, Sara Montagna, Stefano Ferretti:
Conversational Skills of LLM-based Healthcare Chatbot for Personalized Communications. GoodIT 2024: 429-432 - [c41]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: 94-99 - [c40]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: 346-351 - [c39]Christel Sirocchi, Sara Montagna:
Integrating Symbolic Knowledge and Machine Learning in Healthcare. RuleML+RR (Companion) 2024 - [c38]Sara Montagna, Christel Sirocchi:
Hybrid Personal Medical Digital Assistant Agents. WOA 2024: 58-62 - 2023
- [j23]Emilio Sulis, Stefano Mariani, Sara Montagna:
A survey on agents applications in healthcare: Opportunities, challenges and trends. Comput. Methods Programs Biomed. 236: 107525 (2023) - [j22]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): 1 (2023) - [c37]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: 1-9 - [c36]Sara Montagna, Stefano Mariani, Martino F. Pengo:
A Chatbot-based Recommendation Framework for Hypertensive Patients. CBMS 2023: 730-733 - [c35]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: 770-775 - [c34]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: 205-212 - 2022
- [j21]Alessandro Ricci, Angelo Croatti, Sara Montagna:
Pervasive and Connected Digital Twins - A Vision for Digital Health. IEEE Internet Comput. 26(5): 26-32 (2022) - [j20]Alessandro Ricci, Angelo Croatti, Stefano Mariani, Sara Montagna, Marco Picone:
Web of Digital Twins. ACM Trans. Internet Techn. 22(4): 101:1-101:30 (2022) - [c33]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: 47-56 - [c32]Stefano Ferretti, Sara Montagna:
Network Modularity based Clustering for Portfolio Allocation: a Monte-Carlo Simulation Study. DS-RT 2022: 104-111 - 2021
- [j19]Sara Montagna, Stefano Mariani, Emiliano Gamberini:
Augmenting BDI Agency with a Cognitive Service: Architecture and Validation in Healthcare Domain. J. Medical Syst. 45(12): 103 (2021) - [j18]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): 117 (2021) - [j17]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): 2702-2713 (2021) - [c31]Angelo Croatti, Marco Longoni, Sara Montagna:
Applying Telemedicine for Stroke Remote Diagnosis: the TeleStroke System. EUSPN/ICTH 2021: 164-170 - 2020
- [j16]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) - [j15]Neil Vaughan, Eloisa Vargiu, Stefano Mariani, Sara Montagna, Michael Schumacher:
Guest Editorial: Healthcare Intelligent Multi Agent Systems. J. Medical Syst. 44(8): 138 (2020) - [j14]Angelo Croatti, Matteo Gabellini, Sara Montagna, Alessandro Ricci:
On the Integration of Agents and Digital Twins in Healthcare. J. Medical Syst. 44(9): 161 (2020) - [j13]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): 188 (2020)
2010 – 2019
- 2019
- [j12]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: 142-144 (2019) - [j11]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: 187-197 (2019) - [c30]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: 237-240 - [c29]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: 211-217 - [c28]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: 28-37 - [e3]Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga:
Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11326, Springer 2019, ISBN 978-3-030-12737-4 [contents] - 2018
- [c27]Michele Braccini, Sara Montagna, Andrea Roli:
Self-loops Favour Diversification and Asymmetric Transitions Between Attractors in Boolean Network Models. WIVACE 2018: 30-41 - [e2]Isabelle Bichindaritz, Christian Guttmann, Pau Herrero, Fernando Koch, Andrew Koster, Richard Lenz, Beatriz López Ibáñez, Cindy Marling, Clare Martin, Sara Montagna, Stefania Montani, Manfred Reichert, David Riaño, Michael Ignaz Schumacher, Annette ten Teije, Nirmalie Wiratunga:
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), co-located with AAMAS 2018, ICML 2018, IJCAI 2018 and ICCBR 2018, Stockholm, Sweden, July 13-14, 2018. CEUR Workshop Proceedings 2142, CEUR-WS.org 2018 [contents] - 2017
- [j10]Sara Montagna, Andrea Omicini:
Agent-based modeling for the self-management of chronic diseases: An exploratory study. Simul. 93(9): 781-793 (2017) - [c26]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: 59-75 - [c25]Angelo Croatti, Sara Montagna, Alessandro Ricci:
A Personal Medical Digital Assistant Agent for Supporting Human Operators in Emergency Scenarios. AAMAS Workshops (Visionary Papers) 2017: 228-244 - [c24]Sara Montagna, Michele Braccini, Andrea Roli:
The Impact of Self-loops in Random Boolean Network Dynamics: A Simulation Analysis. WIVACE 2017: 104-115 - [e1]Sara Montagna, Pedro Henriques Abreu, Sylvain Giroux, Michael Ignaz Schumacher:
Agents and Multi-Agent Systems for Health Care - 10th International Workshop, A2HC 2017, São Paulo, Brazil, May 8, 2017, and International Workshop, A-HEALTH 2017, Porto, Portugal, June 21, 2017, Revised and Extended Selected Papers. Lecture Notes in Computer Science 10685, Springer 2017, ISBN 978-3-319-70886-7 [contents] - 2016
- [j9]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): 343-366 (2016) - [c23]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: 100-105 - 2015
- [j8]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: 236-252 (2015) - [j7]Mirko Viroli, Danilo Pianini, Sara Montagna, Graeme Stevenson, Franco Zambonelli:
A coordination model of pervasive service ecosystems. Sci. Comput. Program. 110: 3-22 (2015) - [j6]Sara Montagna, Mirko Viroli, Andrea Roli:
A framework supporting multi-compartment stochastic simulation and parameter optimisation for investigating biological system development. Simul. 91(7): 666-685 (2015) - [c22]Sara Montagna, Andrea Omicini, Danilo Pianini:
A Gillespie-based Computational Model for Integrating Event-driven and Multi-Agent Based Simulation: Extended Abstract. AAMAS 2015: 1763-1764 - [c21]Sara Montagna, Andrea Omicini, Danilo Pianini:
Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation. MABS 2015: 3-18 - 2013
- [j5]Danilo Pianini, Sara Montagna, Mirko Viroli:
Chemical-oriented simulation of computational systems with ALCHEMIST. J. Simulation 7(3): 202-215 (2013) - [j4]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): 398-412 (2013) - [j3]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): 43-67 (2013) - [c20]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: 1369-1376 - 2012
- [c19]Mirko Viroli, Danilo Pianini, Sara Montagna, Graeme Stevenson:
Pervasive ecosystems: a coordination model based on semantic chemistry. SAC 2012: 295-302 - [c18]Sara Montagna, Danilo Pianini, Mirko Viroli:
A model for drosophila melanogaster development from a single cell to stripe pattern formation. SAC 2012: 1406-1412 - [c17]Sara Montagna, Danilo Pianini, Mirko Viroli:
Gradient-Based Self-Organisation Patterns of Anticipative Adaptation. SASO 2012: 169-174 - [c16]Graeme Stevenson, Juan Ye, Simon Dobson, Mirko Viroli, Sara Montagna:
Self-Organising Semantic Resource Discovery for Pervasive Systems. SASO Workshops 2012: 181-186 - [c15]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: 223-228 - [c14]Sara Montagna, Mirko Viroli, Danilo Pianini, Jose Luis Fernandez-Marquez:
Towards a Comprehensive Approach to Spontaneous self-composition in Pervasive Ecosystems. WOA 2012 - [p2]Sara Montagna, Mirko Viroli:
A Computational Framework for Multilevel Morphologies. Morphogenetic Engineering, Toward Programmable Complex Systems 2012: 383-405 - 2011
- [j2]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): 14:1-14:24 (2011) - [c13]Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Sara Montagna:
BIO-CORE: Bio-inspired Self-organising Mechanisms Core. BIONETICS 2011: 59-72 - [c12]Danilo Pianini, Sara Montagna, Mirko Viroli:
A Chemical Inspired Simulation Framework for Pervasive Services Ecosystems. FedCSIS 2011: 667-674 - [c11]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: 25-32 - [c10]Sara Montagna, Mirko Viroli, Matteo Risoldi, Danilo Pianini, Giovanna Di Marzo Serugendo:
Self-organising Pervasive Ecosystems: A Crowd Evacuation Example. SERENE 2011: 115-129 - [c9]Danilo Pianini, Mirko Viroli, Sara Montagna:
A Simulation Framework for Pervasive Services Ecosystems. WOA 2011: 150-157 - [c8]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: 197-199 - 2010
- [c7]Sara Montagna, Nicola Donati, Andrea Omicini:
An Agent-based Model for the Pattern Formation in Drosophila Melanogaster. ALIFE 2010: 110-117 - [c6]Mirko Viroli, Matteo Casadei, Sara Montagna, Franco Zambonelli:
Spatial Coordination of Pervasive Systems through Chemical-Inspired Tuple Spaces. SASO Workshops 2010: 212-217 - [c5]Sara Montagna, Andrea Omicini, Alessandro Ricci:
A Multiscale Agent-based Model of Morphogenesis in Biological Systems. WOA 2010 - [c4]Sara Montagna, Mirko Viroli:
A Framework for Modelling and Simulating Networks of Cells. CS2Bio 2010: 115-129
2000 – 2009
- 2009
- [c3]Sara Montagna, Andrea Roli:
Parameter Tuning of a Stochastic Biological Simulator by Metaheuristics. AI*IA 2009: 466-475 - [c2]Sara Montagna, Mirko Viroli:
A computational framework for modelling multicellular biochemistry. IEEE Congress on Evolutionary Computation 2009: 2233-2240 - [c1]Mirko Viroli, Matteo Casadei, Sara Montagna, Franco Zambonelli:
A biochemical metaphor for developing eternally adaptive service ecosystems. SAC 2009: 1221-1222 - [p1]Paul Howells, Mark d'Inverno, Rob Saunders, Ingo Roeder, Sara Montagna:
Agent-Based Modeling of Stem Cells. Multi-Agent Systems 2009: 389-418 - 2008
- [j1]Sara Montagna, Alessandro Ricci, Andrea Omicini:
A&A for modelling and engineering simulations in Systems Biology. Int. J. Agent Oriented Softw. Eng. 2(2): 222-245 (2008)
Coauthor Index
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last updated on 2024-11-11 21:30 CET by the dblp team
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