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A Pervasive Healthcare System for COPD Patients
Chronic obstructive pulmonary disease (COPD) is one of the most severe public health problems worldwide. Pervasive computing technology creates a new opportunity to redesign the traditional pattern of medical system. While many pervasive healthcare systems are currently found in the literature, ther...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6963281/ https://www.ncbi.nlm.nih.gov/pubmed/31581453 http://dx.doi.org/10.3390/diagnostics9040135 |
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author | Ajami, Hicham Mcheick, Hamid Mustapha, Karam |
author_facet | Ajami, Hicham Mcheick, Hamid Mustapha, Karam |
author_sort | Ajami, Hicham |
collection | PubMed |
description | Chronic obstructive pulmonary disease (COPD) is one of the most severe public health problems worldwide. Pervasive computing technology creates a new opportunity to redesign the traditional pattern of medical system. While many pervasive healthcare systems are currently found in the literature, there is little published research on the effectiveness of these paradigms in the medical context. This paper designs and validates a rule-based ontology framework for COPD patients. Unlike conventional systems, this work presents a new vision of telemedicine and remote care solutions that will promote individual self-management and autonomy for COPD patients through an advanced decision-making technique. Rules accuracy estimates were 89% for monitoring vital signs, and environmental factors, and 87% for nutrition facts, and physical activities. |
format | Online Article Text |
id | pubmed-6963281 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69632812020-02-26 A Pervasive Healthcare System for COPD Patients Ajami, Hicham Mcheick, Hamid Mustapha, Karam Diagnostics (Basel) Article Chronic obstructive pulmonary disease (COPD) is one of the most severe public health problems worldwide. Pervasive computing technology creates a new opportunity to redesign the traditional pattern of medical system. While many pervasive healthcare systems are currently found in the literature, there is little published research on the effectiveness of these paradigms in the medical context. This paper designs and validates a rule-based ontology framework for COPD patients. Unlike conventional systems, this work presents a new vision of telemedicine and remote care solutions that will promote individual self-management and autonomy for COPD patients through an advanced decision-making technique. Rules accuracy estimates were 89% for monitoring vital signs, and environmental factors, and 87% for nutrition facts, and physical activities. MDPI 2019-10-01 /pmc/articles/PMC6963281/ /pubmed/31581453 http://dx.doi.org/10.3390/diagnostics9040135 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ajami, Hicham Mcheick, Hamid Mustapha, Karam A Pervasive Healthcare System for COPD Patients |
title | A Pervasive Healthcare System for COPD Patients |
title_full | A Pervasive Healthcare System for COPD Patients |
title_fullStr | A Pervasive Healthcare System for COPD Patients |
title_full_unstemmed | A Pervasive Healthcare System for COPD Patients |
title_short | A Pervasive Healthcare System for COPD Patients |
title_sort | pervasive healthcare system for copd patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6963281/ https://www.ncbi.nlm.nih.gov/pubmed/31581453 http://dx.doi.org/10.3390/diagnostics9040135 |
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