Monitoring and Prognosis System Based on the ICF for People with Traumatic Brain Injury
Open Access
- 18 August 2015
- journal article
- research article
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 12 (8) , 9832-9847
Abstract
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.Keywords
This publication has 14 references indexed in Scilit:
- Circles of Health: Towards an advanced social network about disabilities of neurological originJournal of Biomedical Informatics, 2013
- Automatic Assessment of Socioeconomic Impact on Cardiac RehabilitationInternational Journal of Environmental Research and Public Health, 2013
- Knowledge Representation for Prognosis of Health Status in RehabilitationFuture Internet, 2012
- What domains of the International Classification of Functioning, Disability and Health are covered by the most commonly used measurement instruments in traumatic brain injury research?Clinical Neurology and Neurosurgery, 2012
- Producción científico-profesional española sobre discapacidad según el modelo CIF. Revisión de la literatura, 2001-2011Gaceta Sanitaria, 2011
- La evaluación de tecnologías sanitarias en intervenciones de salud pública: ¿más vale prevenir que curar?Gaceta Sanitaria, 2011
- Developing Core Sets for Persons With Traumatic Brain Injury Based on the International Classification of Functioning, Disability, and HealthNeurorehabilitation and Neural Repair, 2009
- Calculating QALYs, comparing QALY and DALY calculationsHealth Policy and Planning, 2006
- ICF linking rules: an update based on lessons learnedJournal of Rehabilitation Medicine, 2005
- Classification and Regression Tree for Prediction of Outcome after Severe Head Injury Using Simple Clinical and Laboratory VariablesJournal of Neurotrauma, 2004