Publication: FRAMEWORK DE DETECCIÓN DE EJERCICIOS KINÉSICOS
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Date
2018
Authors
VENEGAS AHUMADA, FERNANDO JESÚS
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Abstract
Los procesos de rehabilitación en pacientes con traumatismos o trastornos músculo esqueléticos son un reto para el sistema de salud debido al gran número de horas hombres que se requieren para tratar a todos los pacientes de manera adecuada. Optimizar los tiempos y mejorar el desempeño de los especialistas de rehabilitación a través de la tecnología es una prioridad para el sistema de salud. Es en este contexto en el que se plantea el framework de detección de ejercicios kinésicos, el cual posee una gran batería de ejercicios tipos cubiertos, además de tener la posibilidad de ser extendido fácilmente utilizando los métodos que este provee.Los resultados del algoritmo arrojan una alta confiabilidad, que supera los estándares para ser implementado en una herramienta comercial de apoyo a la rehabilitación física. También se exponen posibles caminos de mejora para ciertos casos particulares y el cómo poder ampliar el conjunto de detectores base que se proveen de modo de mejorar el framework.
The processes of rehabilitation in patients with musculoskeletal disorder or traumatism are a challenge to the healthcare system due to its great number of working hours required to properly treat all these patients. Optimizing time and developing the performance of the rehabilitation specialists through technology is a priority to the healthcare system. It is in this context where the framework of detection of kinesthetic exercises is proposed, which has a large battery of base-types exercises covered, as well as having the possibility of being easily extended using the methods it provides.The results of the algorithm show a high reliability, which exceeds the standards to be implemented in a commercial tool to support physical rehabilitation. Possible ways of improvement are also exposed for certain particular cases and how to expand the set of base detectors that are provided in order to improve the framework.
The processes of rehabilitation in patients with musculoskeletal disorder or traumatism are a challenge to the healthcare system due to its great number of working hours required to properly treat all these patients. Optimizing time and developing the performance of the rehabilitation specialists through technology is a priority to the healthcare system. It is in this context where the framework of detection of kinesthetic exercises is proposed, which has a large battery of base-types exercises covered, as well as having the possibility of being easily extended using the methods it provides.The results of the algorithm show a high reliability, which exceeds the standards to be implemented in a commercial tool to support physical rehabilitation. Possible ways of improvement are also exposed for certain particular cases and how to expand the set of base detectors that are provided in order to improve the framework.
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Keywords
DETECTOR , EJERCICIOS KINESICOS , KINECT , REHABILITACION , SEUDOESQUELETOS