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Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury

The objective of this research is to provide a standardized platform to monitor and predict indicators of people with traumatic brain injury using the International Classification of Functioning, Disability and Health, and analyze its potential benefits for people with disabilities, health centers a...

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Autores principales: Subirats, Laia, Lopez-Blazquez, Raquel, Ceccaroni, Luigi, Gifre, Mariona, Miralles, Felip, García-Rudolph, Alejandro, Tormos, Jose María
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4555314/
https://www.ncbi.nlm.nih.gov/pubmed/26295252
http://dx.doi.org/10.3390/ijerph120809832
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author Subirats, Laia
Lopez-Blazquez, Raquel
Ceccaroni, Luigi
Gifre, Mariona
Miralles, Felip
García-Rudolph, Alejandro
Tormos, Jose María
author_facet Subirats, Laia
Lopez-Blazquez, Raquel
Ceccaroni, Luigi
Gifre, Mariona
Miralles, Felip
García-Rudolph, Alejandro
Tormos, Jose María
author_sort Subirats, Laia
collection PubMed
description The objective of this research is to provide a standardized platform to monitor and predict indicators of people with traumatic brain injury using the International Classification of Functioning, Disability and Health, and analyze its potential benefits for people with disabilities, health centers and administrations. We developed a platform that allows automatic standardization and automatic graphical representations of indicators of the status of individuals and populations. We used data from 730 people with acquired brain injury performing periodic comprehensive evaluations in the years 2006–2013. Health professionals noted that the use of color-coded graphical representation is useful for quickly diagnose failures, limitations or restrictions in rehabilitation. The prognosis system achieves 41% of accuracy and sensitivity in the prediction of emotional functions, and 48% of accuracy and sensitivity in the prediction of executive functions. This monitoring and prognosis system has the potential to: (1) save costs and time, (2) provide more information to make decisions, (3) promote interoperability, (4) facilitate joint decision-making, and (5) improve policies of socioeconomic evaluation of the burden of disease. Professionals found the monitoring system useful because it generates a more comprehensive understanding of health oriented to the profile of the patients, instead of their diseases and injuries.
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spelling pubmed-45553142015-09-01 Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury Subirats, Laia Lopez-Blazquez, Raquel Ceccaroni, Luigi Gifre, Mariona Miralles, Felip García-Rudolph, Alejandro Tormos, Jose María Int J Environ Res Public Health Article The objective of this research is to provide a standardized platform to monitor and predict indicators of people with traumatic brain injury using the International Classification of Functioning, Disability and Health, and analyze its potential benefits for people with disabilities, health centers and administrations. We developed a platform that allows automatic standardization and automatic graphical representations of indicators of the status of individuals and populations. We used data from 730 people with acquired brain injury performing periodic comprehensive evaluations in the years 2006–2013. Health professionals noted that the use of color-coded graphical representation is useful for quickly diagnose failures, limitations or restrictions in rehabilitation. The prognosis system achieves 41% of accuracy and sensitivity in the prediction of emotional functions, and 48% of accuracy and sensitivity in the prediction of executive functions. This monitoring and prognosis system has the potential to: (1) save costs and time, (2) provide more information to make decisions, (3) promote interoperability, (4) facilitate joint decision-making, and (5) improve policies of socioeconomic evaluation of the burden of disease. Professionals found the monitoring system useful because it generates a more comprehensive understanding of health oriented to the profile of the patients, instead of their diseases and injuries. MDPI 2015-08-18 2015-08 /pmc/articles/PMC4555314/ /pubmed/26295252 http://dx.doi.org/10.3390/ijerph120809832 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Subirats, Laia
Lopez-Blazquez, Raquel
Ceccaroni, Luigi
Gifre, Mariona
Miralles, Felip
García-Rudolph, Alejandro
Tormos, Jose María
Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury
title Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury
title_full Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury
title_fullStr Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury
title_full_unstemmed Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury
title_short Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury
title_sort monitoring and prognosis system based on the icf for people with traumatic brain injury
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4555314/
https://www.ncbi.nlm.nih.gov/pubmed/26295252
http://dx.doi.org/10.3390/ijerph120809832
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