Sara Montagna

Orcid: 0000-0001-5390-4319

According to our database1, Sara Montagna authored at least 71 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Medical-informed machine learning: integrating prior knowledge into medical decision systems.
BMC Medical Informatics Decis. Mak., December, 2024

Exploring machine learning for untargeted metabolomics using molecular fingerprints.
Comput. Methods Programs Biomed., 2024

Agent-based systems in healthcare.
Comput. Methods Programs Biomed., 2024

Hybrid Personal Medical Digital Assistant Agents.
Proceedings of the 25th Workshop "From Objects to Agents", 2024

Integrating Symbolic Knowledge and Machine Learning in Healthcare.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

A Digital Twins Approach for Oncologic Pharmaceutical Supply Chain.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Conversational Skills of LLM-based Healthcare Chatbot for Personalized Communications.
Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care.
Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

Calibration of the Double Digital Twin for the Hand Rehabilitation by the Virtual Glove.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023
A survey on agents applications in healthcare: Opportunities, challenges and trends.
Comput. Methods Programs Biomed., June, 2023

Machine Learning in Hypertension Detection: A Study on World Hypertension Day Data.
J. Medical Syst., 2023

Data Decentralisation of LLM-Based Chatbot Systems in Chronic Disease Self-Management.
Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023

A Chatbot-based Recommendation Framework for Hypertensive Patients.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

An Ecosystem of Digital Twins for Operating Room Management.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Machine Learning-Enabled Prediction of Metabolite Response in Genetic Disorders (SHORT PAPER).
Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022
Web of Digital Twins.
ACM Trans. Internet Techn., November, 2022

Pervasive and Connected Digital Twins - A Vision for Digital Health.
IEEE Internet Comput., 2022

Network Modularity based Clustering for Portfolio Allocation: a Monte-Carlo Simulation Study.
Proceedings of the 26th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2022

Machine learning for automated gating of flow cytometry data.
Proceedings of the 1st AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2022) co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022

2021
The Impact of Self-Loops on Boolean Networks Attractor Landscape and Implications for Cell Differentiation Modelling.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

An Internet of Medical Things System to Increase Continuous Positive Airway Pressure Usage in Patients with Sleep-Disordered Breathing.
SN Comput. Sci., 2021

Augmenting BDI Agency with a Cognitive Service: Architecture and Validation in Healthcare Domain.
J. Medical Syst., 2021

Applying Telemedicine for Stroke Remote Diagnosis: the TeleStroke System.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021

2020
Guest Editorial: Healthcare Intelligent Multi Agent Systems.
J. Medical Syst., 2020

Complementing Agents with Cognitive Services: A Case Study in Healthcare.
J. Medical Syst., 2020

On the Integration of Agents and Digital Twins in Healthcare.
J. Medical Syst., 2020

Real-time tracking and documentation in trauma management.
Health Informatics J., 2020

2019
Autonomous agents and multi-agent systems applied in healthcare.
Artif. Intell. Medicine, 2019

BDI personal medical assistant agents: The case of trauma tracking and alerting.
Artif. Intell. Medicine, 2019

The Effects of a Simplified Model of Chromatin Dynamics on Attractors Robustness in Random Boolean Networks with Self-loops: An Experimental Study.
Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

A simplified model of chromatin dynamics drives differentiation process in Boolean models of GRN.
Proceedings of the 2019 Conference on Artificial Life, 2019

Pervasive Tracking for Time-Dependent Acute Patient Flow: A Case Study in Trauma Management.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Self-loops Favour Diversification and Asymmetric Transitions Between Attractors in Boolean Network Models.
Proceedings of the Artificial Life and Evolutionary Computation - 13th Italian Workshop, 2018

2017
Agent-based modeling for the self-management of chronic diseases: An exploratory study.
Simul., 2017

The Impact of Self-loops in Random Boolean Network Dynamics: A Simulation Analysis.
Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

A Personal Medical Digital Assistant Agent for Supporting Human Operators in Emergency Scenarios.
Proceedings of the Agents and Multi-Agent Systems for Health Care, 2017

2016
Spatial awareness in pervasive ecosystems.
Knowl. Eng. Rev., 2016

Towards the Adoption of Agent-Based Modelling and Simulation in Mobile Health Systems for the Self-Management of Chronic Diseases.
Proceedings of the 17th Workshop "From Objects to Agents" co-located with 18th European Agent Systems Summer School (EASSS 2016), 2016

2015
A framework supporting multi-compartment stochastic simulation and parameter optimisation for investigating biological system development.
Simul., 2015

A coordination model of pervasive service ecosystems.
Sci. Comput. Program., 2015

Developing pervasive multi-agent systems with nature-inspired coordination.
Pervasive Mob. Comput., 2015

Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation.
Proceedings of the Multi-Agent-Based Simulation XVI - International Workshop, 2015

A Gillespie-based Computational Model for Integrating Event-driven and Multi-Agent Based Simulation: Extended Abstract.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2013
Description and composition of bio-inspired design patterns: a complete overview.
Nat. Comput., 2013

Injecting Self-Organisation into Pervasive Service Ecosystems.
Mob. Networks Appl., 2013

Chemical-oriented simulation of computational systems with ALCHEMIST.
J. Simulation, 2013

Combining self-organisation, context-awareness and semantic reasoning: the case of resource discovery in opportunistic networks.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

2012
Towards a Comprehensive Approach to Spontaneous self-composition in Pervasive Ecosystems.
Proceedings of the 13th Workshop on Objects and Agents, 2012

Self-Organising Semantic Resource Discovery for Pervasive Systems.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

Towards Situated Awareness in Urban Networks: A Bio-Inspired Approach.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

Gradient-Based Self-Organisation Patterns of Anticipative Adaptation.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2012

Pervasive ecosystems: a coordination model based on semantic chemistry.
Proceedings of the ACM Symposium on Applied Computing, 2012

A model for drosophila melanogaster development from a single cell to stripe pattern formation.
Proceedings of the ACM Symposium on Applied Computing, 2012

A Computational Framework for Multilevel Morphologies.
Proceedings of the Morphogenetic Engineering, Toward Programmable Complex Systems, 2012

2011
Spatial Coordination of Pervasive Services through Chemical-Inspired Tuple Spaces.
ACM Trans. Auton. Adapt. Syst., 2011


A Simulation Framework for Pervasive Services Ecosystems.
Proceedings of the 12th Workshop on Objects and Agents, Rende (CS), Italy, Jul 4-6, 2011, 2011

Self-organising Pervasive Ecosystems: A Crowd Evacuation Example.
Proceedings of the Software Engineering for Resilient Systems, 2011

Description and composition of bio-inspired design patterns: the gradient case.
Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, 2011

A Chemical Inspired Simulation Framework for Pervasive Services Ecosystems.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

BIO-CORE: Bio-inspired Self-organising Mechanisms Core.
Proceedings of the Bio-Inspired Models of Networks, Information, and Computing Systems, 2011

2010
A Framework for Modelling and Simulating Networks of Cells.
Proceedings of the 1st International Workshop on Interactions between Computer Science and Biology, 2010

A Multiscale Agent-based Model of Morphogenesis in Biological Systems.
Proceedings of the 11th WOA 2010 Workshop, 2010

Spatial Coordination of Pervasive Systems through Chemical-Inspired Tuple Spaces.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

An Agent-based Model for the Pattern Formation in Drosophila Melanogaster.
Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

2009
A biochemical metaphor for developing eternally adaptive service ecosystems.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A computational framework for modelling multicellular biochemistry.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Parameter Tuning of a Stochastic Biological Simulator by Metaheuristics.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Agent-Based Modeling of Stem Cells.
Proceedings of the Multi-Agent Systems - Simulation and Applications., 2009

2008
A&A for modelling and engineering simulations in Systems Biology.
Int. J. Agent Oriented Softw. Eng., 2008


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