Evaluation of the use of virtual reality regulated by an intelligent agent with neural parameters in cognitive deficit due to generalized anxiety disorder

The global prevalence of Generalized Anxiety Disorder (GAD) is 3.8%, particularly in Mexico, it affects 14.3% of men and 18.5% of women. This disorder impacts negatively the quality of life and work performance, exacerbated by cultural factors and the pandemic. GAD is treated with cognitive behavioral therapy (CBT). Virtual reality (VR) and artificial intelligence (AI) have shown potential in treating mental disorders, with advances in their use for innovative therapies. This research proposes to compare traditional exposure therapy of CBT with an intervention that combines customized VR and an intelligent agent equipped with electroencephalogram (EEG) technology. Key questions include the agent's ability to interpret emotions and adapt the VR environment to improve social anxiety. The methodology involves developing and validating a virtual environment and an AI platform. The main challenge is maintaining immersion in virtual environments while providing clear feedback. Achieving a balance between effective communication and uninterrupted immersive experiences is crucial.

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Publication Details

Journal
Avances en Interacción Humano-Computadora
Published
2024-11-30
DOI
https://doi.org/10.47756/aihc.y9i1.184
Citations
2
Primary Topic
Technology and Human Factors in Education and Health
Type
article
Field-Weighted Citation Impact
1.09
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article

Evaluation of the use of virtual reality regulated by an intelligent agent with neural parameters in cognitive deficit due to generalized anxiety disorder

Claudia Lizbeth Martínez‐González, Luis Fernando Burguete-Castillejos, Alexis González-Vásquez, Edna Patricia Quezada-Bolaños
2 citations
Avances en Interacción Humano-Computadora
Technology and Human Factors in Education and Health
1.09
article

Evaluation of the use of virtual reality regulated by an intelligent agent with neural parameters in cognitive deficit due to generalized anxiety disorder

Claudia Lizbeth Martínez‐González, Luis Fernando Burguete-Castillejos, Alexis González-Vásquez, Edna Patricia Quezada-Bolaños
article en
2 citations

Abstract

The global prevalence of Generalized Anxiety Disorder (GAD) is 3.8%, particularly in Mexico, it affects 14.3% of men and 18.5% of women. This disorder impacts negatively the quality of life and work performance, exacerbated by cultural factors and the pandemic. GAD is treated with cognitive behavioral therapy (CBT). Virtual reality (VR) and artificial intelligence (AI) have shown potential in treating mental disorders, with advances in their use for innovative therapies. This research proposes to compare traditional exposure therapy of CBT with an intervention that combines customized VR and an intelligent agent equipped with electroencephalogram (EEG) technology. Key questions include the agent's ability to interpret emotions and adapt the VR environment to improve social anxiety. The methodology involves developing and validating a virtual environment and an AI platform. The main challenge is maintaining immersion in virtual environments while providing clear feedback. Achieving a balance between effective communication and uninterrupted immersive experiences is crucial.

Avances en Interacción Humano-ComputadoraVol. 9(1)
Instituto Politécnico Nacional (MX)
Openalex Percentile: Top 19%
Technology and Human Factors in Education and Health
1.09
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Evaluation of the use of virtual reality regulated by an intelligent agent with neural parameters in cognitive deficit due to generalized anxiety disorder — Claudia Lizbeth Martínez‐González, Luis Fernando Burguete-Castillejos, et al. · Avances en Interacción Humano-Computadora (2024) | TGRS Research Map | TGRS