Intelligent Monitoring Platform to Evaluate the Overall State of People with Neurological Disorders
Por:
Vicente-Samper, J, Avila-Navarro, E, Esteve, V and Sabater-Navarro, J
Publicada:
1 mar 2021
Resumen:
The percentage of people around the world who are living with some kind of disability or disorder has increased in recent years and continues to rise due to the aging of the population and the increase in chronic health disorders. People with disabilities find problems in performing some of the activities of daily life, such as working, attending school, or participating in social and recreational events. Neurological disorders such as epilepsy, learning disabilities, autism spectrum disorder, or Alzheimer's, are among the main diseases that affect a large number of this population. However, thanks to the assistive technologies (AT), these people can improve their performance in some of the obstacles presented by their disorders. This paper presents a new system that aims to help people with neurological disorders providing useful information about their pathologies. This novelty system consists of a platform where the physiological and environmental data acquisition, the feature engineering, and the machine learning algorithms are combined to generate customs predictive models that help the user. Finally, to demonstrate the use of the system and the working methodology employed in the platform, a simple example case is presented. This example case carries out an experimentation that presents a user without neurological problems that shows the versatility of the platform and validates that it is possible to get useful information that can feed an intelligent algorithm.
Filiaciones:
Vicente-Samper, J:
Miguel Hernandez Univ Elche, Dept Syst Engn & Automat, Elche 03202, Spain
Avila-Navarro, E:
Miguel Hernandez Univ Elche, Dept Mat Sci Opt & Elect Technol, Elche 03202, Spain
Esteve, V:
Univ Alicante, Dept Software & Comp Syst, San Vicente Del Raspeig 03690, Spain
:
Miguel Hernandez Univ Elche, Dept Syst Engn & Automat, Elche 03202, Spain
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