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Complementing Agents with Cognitive Services: A Case Study in Healthcare

Personal Agents (PAs) have longly been explored as assistants to support users in their daily activities. Surprisingly, few works refer to the adoption of PAs in the healthcare domain, where they can assist physicians’ activities reducing medical errors. Although literature proposes different approa...

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Autores principales: Montagna, Sara, Mariani, Stefano, Gamberini, Emiliano, Ricci, Alessandro, Zambonelli, Franco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7497514/
https://www.ncbi.nlm.nih.gov/pubmed/32930870
http://dx.doi.org/10.1007/s10916-020-01621-7
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author Montagna, Sara
Mariani, Stefano
Gamberini, Emiliano
Ricci, Alessandro
Zambonelli, Franco
author_facet Montagna, Sara
Mariani, Stefano
Gamberini, Emiliano
Ricci, Alessandro
Zambonelli, Franco
author_sort Montagna, Sara
collection PubMed
description Personal Agents (PAs) have longly been explored as assistants to support users in their daily activities. Surprisingly, few works refer to the adoption of PAs in the healthcare domain, where they can assist physicians’ activities reducing medical errors. Although literature proposes different approaches for modelling and engineering PAs, none of them discusses how they can be integrated with cognitive services in order to empower their reasoning capabilities. In this paper we present an integration model, specifically devised for healthcare applications, that enhances Belief-Desire-Intention agents reasoning with advanced cognitive capabilities. As a case study, we adopt this integrated model in the critical care path of trauma resuscitation, stepping forward to the vision of Smart Hospitals.
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spelling pubmed-74975142020-10-01 Complementing Agents with Cognitive Services: A Case Study in Healthcare Montagna, Sara Mariani, Stefano Gamberini, Emiliano Ricci, Alessandro Zambonelli, Franco J Med Syst Mobile & Wireless Health Personal Agents (PAs) have longly been explored as assistants to support users in their daily activities. Surprisingly, few works refer to the adoption of PAs in the healthcare domain, where they can assist physicians’ activities reducing medical errors. Although literature proposes different approaches for modelling and engineering PAs, none of them discusses how they can be integrated with cognitive services in order to empower their reasoning capabilities. In this paper we present an integration model, specifically devised for healthcare applications, that enhances Belief-Desire-Intention agents reasoning with advanced cognitive capabilities. As a case study, we adopt this integrated model in the critical care path of trauma resuscitation, stepping forward to the vision of Smart Hospitals. Springer US 2020-09-15 2020 /pmc/articles/PMC7497514/ /pubmed/32930870 http://dx.doi.org/10.1007/s10916-020-01621-7 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Mobile & Wireless Health
Montagna, Sara
Mariani, Stefano
Gamberini, Emiliano
Ricci, Alessandro
Zambonelli, Franco
Complementing Agents with Cognitive Services: A Case Study in Healthcare
title Complementing Agents with Cognitive Services: A Case Study in Healthcare
title_full Complementing Agents with Cognitive Services: A Case Study in Healthcare
title_fullStr Complementing Agents with Cognitive Services: A Case Study in Healthcare
title_full_unstemmed Complementing Agents with Cognitive Services: A Case Study in Healthcare
title_short Complementing Agents with Cognitive Services: A Case Study in Healthcare
title_sort complementing agents with cognitive services: a case study in healthcare
topic Mobile & Wireless Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7497514/
https://www.ncbi.nlm.nih.gov/pubmed/32930870
http://dx.doi.org/10.1007/s10916-020-01621-7
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