Ingeniería en Sistemas, Electrónica e Industrial

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Subject: search.filters.subject.REHABILITACIÓN

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    Sistema inteligente usando video cámaras y motion capture para monitoreo de la rehabilitación de la mano derecha
    (Universidad Técnica de Ambato. Facultad de Ingeniería en Sistemas, Electrónica e Industrial. Carrera de Tecnologías de la Información, 2023-09) Bonilla Quishpe, Miguel Enrique; Nogales Portero, Rubén Eduardo
    Rehabilitation monitoring has become a prominent advancement in the technological field, thanks to the convergence of different technologies. The integration of these technologies allows for more accurate and detailed monitoring of hand rehabilitation gest ures. Through data capture and analysis real time information about the rehabilitation progress is provided, enabling healthcare professionals and users to assess their performance during the process. Moreover, the system not only offers visual tracking of daily progress but also motivates users to continue their treatment, contributing to the success of their rehabilitation. In this research project, various technologies are implemented to facilitate the monitoring and analysis of hand rehabilitation data . Firstly, the Leap Motion Controller is used to capture hand position and direction data during the performed gestures. These data are processed using a custom acquisition system developed in Matlab, enabling their analysis, and generating a dataset. The dataset is preprocessed and relevant features are extracted for the classification of each gesture. For this, different models are implemented, such as Artificial Neural Networks (ANN) and K Nearest Neighbors (KNN) to obtain a high accuracy in the classifi cation. After training, ANN with 93% accuracy was selected. Once the model is trained, it is integrated into Unity, where an interactive interface is created to provide visual feedback to the user, allowing them to perform the gestures effectively and moni tor their progress during rehabilitation.
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    Dispositivo electrónico interactivo para rehabilitación de pacientes con Síndrome de Túnel Carpiano en el centro fisioterapéutico San Juan Bautista del cantón Mocha
    (Universidad Técnica de Ambato. Facultad de Ingeniería en Sistemas, Electrónica e Industrial. Carrera de Ingeniería en Electrónica y Comunicaciones, 2022-03) Freire Zurita., Juan Antonio; Ayala Baño, Paulina Elizabeth
    The present research project proposes the development of an interactive electronic device for the rehabilitation of patients with carpal tunnel syndrome, because the rehabilitation process in therapies of this type of injury is carried out with the intervention of the specialist, so this device helps as support in the rehabilitation processes applied by physiotherapists reducing time and providing the patient with a different method to perform their recovery from actively and progressively. The device is based on the design of an optimal therapeutic glove used in this type of wrist injuries, which allows to perform the movements required in therapy, uses wireless technology with data reception and transmission modules this helps communication and interaction with the patient and the remote control system, they are programmed according to the positions required in their rehabilitation so that the patient controls an object through the movements of his wrist. Finally, the rehabilitation device is made up of an interactive track through which the object controlled with motion sensors moves, to alert the patient that he has reached a specific point increasing the desire to continue with the rehabilitation and recovery process and additionally has a data record of the patient's progress after culminating with each rehabilitation session. This device offers support in the work of the physiotherapist in the processes of assisted therapeutic rehabilitation to his patients, reducing manual intervention, time and fatigue negative factors that occur in each routine, in the same way it helps to stimulate the patient in the rehabilitation process, improving the movement of the wrist quickly and effectively.