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Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease

Crohn’s disease is a chronic pathology belonging to the group of inflammatory bowel diseases. Patients suffering from Crohn’s disease must be supervised by a medical specialist for the rest of their lives; furthermore, each patient has its own characteristics and is affected by the disease in a diff...

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Autores principales: de Ramón-Fernández, Alberto, Ruiz-Fernández, Daniel, Marcos-Jorquera, Diego, Gilart-Iglesias, Virgilio, Vives-Boix, Víctor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5539866/
https://www.ncbi.nlm.nih.gov/pubmed/28678162
http://dx.doi.org/10.3390/s17071570
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author de Ramón-Fernández, Alberto
Ruiz-Fernández, Daniel
Marcos-Jorquera, Diego
Gilart-Iglesias, Virgilio
Vives-Boix, Víctor
author_facet de Ramón-Fernández, Alberto
Ruiz-Fernández, Daniel
Marcos-Jorquera, Diego
Gilart-Iglesias, Virgilio
Vives-Boix, Víctor
author_sort de Ramón-Fernández, Alberto
collection PubMed
description Crohn’s disease is a chronic pathology belonging to the group of inflammatory bowel diseases. Patients suffering from Crohn’s disease must be supervised by a medical specialist for the rest of their lives; furthermore, each patient has its own characteristics and is affected by the disease in a different way, so health recommendations and treatments cannot be generalized and should be individualized for a specific patient. To achieve this personalization in a cost-effective way using technology, we propose a model based on different information flows: control, personalization, and monitoring. As a result of the model and to perform a functional validation, an architecture based on services and a prototype of the system has been defined. In this prototype, a set of different devices and technologies to monitor variables from patients and their environment has been integrated. Artificial intelligence algorithms are also included to reduce the workload related to the review and analysis of the information gathered. Due to the continuous and automated monitoring of the Crohn’s patient, this proposal can help in the personalization of the Crohn’s disease clinical process.
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spelling pubmed-55398662017-08-11 Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease de Ramón-Fernández, Alberto Ruiz-Fernández, Daniel Marcos-Jorquera, Diego Gilart-Iglesias, Virgilio Vives-Boix, Víctor Sensors (Basel) Article Crohn’s disease is a chronic pathology belonging to the group of inflammatory bowel diseases. Patients suffering from Crohn’s disease must be supervised by a medical specialist for the rest of their lives; furthermore, each patient has its own characteristics and is affected by the disease in a different way, so health recommendations and treatments cannot be generalized and should be individualized for a specific patient. To achieve this personalization in a cost-effective way using technology, we propose a model based on different information flows: control, personalization, and monitoring. As a result of the model and to perform a functional validation, an architecture based on services and a prototype of the system has been defined. In this prototype, a set of different devices and technologies to monitor variables from patients and their environment has been integrated. Artificial intelligence algorithms are also included to reduce the workload related to the review and analysis of the information gathered. Due to the continuous and automated monitoring of the Crohn’s patient, this proposal can help in the personalization of the Crohn’s disease clinical process. MDPI 2017-07-05 /pmc/articles/PMC5539866/ /pubmed/28678162 http://dx.doi.org/10.3390/s17071570 Text en © 2017 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
de Ramón-Fernández, Alberto
Ruiz-Fernández, Daniel
Marcos-Jorquera, Diego
Gilart-Iglesias, Virgilio
Vives-Boix, Víctor
Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease
title Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease
title_full Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease
title_fullStr Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease
title_full_unstemmed Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease
title_short Monitoring-Based Model for Personalizing the Clinical Process of Crohn’s Disease
title_sort monitoring-based model for personalizing the clinical process of crohn’s disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5539866/
https://www.ncbi.nlm.nih.gov/pubmed/28678162
http://dx.doi.org/10.3390/s17071570
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