Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder

Roger Fernando Lopez Trujillo; Nathaly Mercedes Gamarra Santos; Jimmy Armas-Aguirre

doi:10.1109/SHIRCON53068.2021.9652260

Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder

Roger Fernando Lopez Trujillo
, Nathaly Mercedes Gamarra Santos
, Jimmy Armas-Aguirre

Faculty of Engineering

Universidad Peruana de Ciencias Aplicadas

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This article proposes a technological solution for the control and monitoring of anxiety disorder behavior in vulnerable populations that allows receiving symptomatology data, tests and manifestations in real time during psychological therapies The result of this research seeks to optimize the time of attention and to monitor patients in psychological therapies through the use of neural networks and the systematization of psychological tests. This proposal consists of 4 phases: 1. Collection of test results and alerts; 2. Reception of the collected information; 3. The technological solution was validated in a community mental health center in the district of San Martin de Porres in Lima, Peru. Preliminary results showed that technological solution allows to reduce time of psychological therapies by 25% and has an efficiency of 80% based on the tests performed.

Original language	English
Title of host publication	Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665429146
DOIs	https://doi.org/10.1109/SHIRCON53068.2021.9652260
State	Published - 2021
Event	5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021 - Lima, Peru Duration: 17 Nov 2021 → 19 Nov 2021

Publication series

Name	Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021

Conference

Conference	5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
Country/Territory	Peru
City	Lima
Period	17/11/21 → 19/11/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Anxiety Disorder
Children
Monitoring System
Neural Network
Symptom Collection

Access to Document

10.1109/SHIRCON53068.2021.9652260

Cite this

Trujillo, R. F. L., Santos, N. M. G., & Armas-Aguirre, J. (2021). Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder. In Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021 (Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SHIRCON53068.2021.9652260

Trujillo, Roger Fernando Lopez ; Santos, Nathaly Mercedes Gamarra ; Armas-Aguirre, Jimmy. / Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder. Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021).

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title = "Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder",

abstract = "This article proposes a technological solution for the control and monitoring of anxiety disorder behavior in vulnerable populations that allows receiving symptomatology data, tests and manifestations in real time during psychological therapies The result of this research seeks to optimize the time of attention and to monitor patients in psychological therapies through the use of neural networks and the systematization of psychological tests. This proposal consists of 4 phases: 1. Collection of test results and alerts; 2. Reception of the collected information; 3. The technological solution was validated in a community mental health center in the district of San Martin de Porres in Lima, Peru. Preliminary results showed that technological solution allows to reduce time of psychological therapies by 25\% and has an efficiency of 80\% based on the tests performed.",

keywords = "Anxiety Disorder, Children, Monitoring System, Neural Network, Symptom Collection",

author = "Trujillo, \{Roger Fernando Lopez\} and Santos, \{Nathaly Mercedes Gamarra\} and Jimmy Armas-Aguirre",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021 ; Conference date: 17-11-2021 Through 19-11-2021",

year = "2021",

doi = "10.1109/SHIRCON53068.2021.9652260",

language = "Ingl{\'e}s",

series = "Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021",

}

Trujillo, RFL, Santos, NMG & Armas-Aguirre, J 2021, Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder. in Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021. Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021, Institute of Electrical and Electronics Engineers Inc., 5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021, Lima, Peru, 17/11/21. https://doi.org/10.1109/SHIRCON53068.2021.9652260

Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder. / Trujillo, Roger Fernando Lopez; Santos, Nathaly Mercedes Gamarra; Armas-Aguirre, Jimmy.
Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder

AU - Trujillo, Roger Fernando Lopez

AU - Santos, Nathaly Mercedes Gamarra

AU - Armas-Aguirre, Jimmy

PY - 2021

Y1 - 2021

N2 - This article proposes a technological solution for the control and monitoring of anxiety disorder behavior in vulnerable populations that allows receiving symptomatology data, tests and manifestations in real time during psychological therapies The result of this research seeks to optimize the time of attention and to monitor patients in psychological therapies through the use of neural networks and the systematization of psychological tests. This proposal consists of 4 phases: 1. Collection of test results and alerts; 2. Reception of the collected information; 3. The technological solution was validated in a community mental health center in the district of San Martin de Porres in Lima, Peru. Preliminary results showed that technological solution allows to reduce time of psychological therapies by 25% and has an efficiency of 80% based on the tests performed.

AB - This article proposes a technological solution for the control and monitoring of anxiety disorder behavior in vulnerable populations that allows receiving symptomatology data, tests and manifestations in real time during psychological therapies The result of this research seeks to optimize the time of attention and to monitor patients in psychological therapies through the use of neural networks and the systematization of psychological tests. This proposal consists of 4 phases: 1. Collection of test results and alerts; 2. Reception of the collected information; 3. The technological solution was validated in a community mental health center in the district of San Martin de Porres in Lima, Peru. Preliminary results showed that technological solution allows to reduce time of psychological therapies by 25% and has an efficiency of 80% based on the tests performed.

KW - Anxiety Disorder

KW - Children

KW - Monitoring System

KW - Neural Network

KW - Symptom Collection

UR - https://www.scopus.com/pages/publications/85124386404

U2 - 10.1109/SHIRCON53068.2021.9652260

DO - 10.1109/SHIRCON53068.2021.9652260

M3 - Contribución a la conferencia

AN - SCOPUS:85124386404

T3 - Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021

BT - Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021

Y2 - 17 November 2021 through 19 November 2021

ER -

Trujillo RFL, Santos NMG, Armas-Aguirre J. Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder. In Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021). doi: 10.1109/SHIRCON53068.2021.9652260

Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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