Data mining techniques applied in the neuropsychology domain: A systematic review

David Cordero, Luis Miguel Alvear, Marcos Orellana, Maria Ines Acosta, Alexandra Bueno, Juan Fernando Lima, Andres Patino, Priscila Cedillo

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

The vast amount of data collected in the health care field allows researchers to apply different data mining techniques that may support and improve patients' condition. The neurocognitive field represents a new area of interest in which data mining techniques could be extremely useful to diagnose and treat impairments. This systematic literature review aims to identify the most relevant data mining techniques, tools, and approaches to collect, process, and represent results used in neuropsychology for the analysis of memory and cognitive attention. The results will contribute to the development of new tools to evaluate the neuropsychological variables cited before in elderly people in the context of a normal aging process.

Idioma originalInglés
Título de la publicación alojadaProceedings - 2020 International Conference of Digital Transformation and Innovation Technology, INCODTRIN 2020
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas89-96
Número de páginas8
ISBN (versión digital)9781665423199
DOI
EstadoPublicada - oct. 2020
Publicado de forma externa
Evento1st International Conference of Digital Transformation and Innovation Technology, INCODTRIN 2020 - Quito, Ecuador
Duración: 28 oct. 202030 oct. 2020

Serie de la publicación

NombreProceedings - 2020 International Conference of Digital Transformation and Innovation Technology, INCODTRIN 2020

Conferencia

Conferencia1st International Conference of Digital Transformation and Innovation Technology, INCODTRIN 2020
País/TerritorioEcuador
CiudadQuito
Período28/10/2030/10/20

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