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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2020
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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. |
format | Online Article Text |
id | pubmed-7497514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
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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