TY - JOUR
T1 - Sistema computacional para determinar la eficiencia de terapias asistidas por delfines
AU - Moreno Escobar, Jesús Jaime
AU - Hernández, Jonatan Mireles
AU - Matamoros, Oswaldo Morales
AU - Sosa, Guillermo Urriolagoitia
AU - Calderón, Guillermo Urriolagoitia
N1 - Publisher Copyright:
© 2020 Instituto Politecnico Nacional. All rights reserved.
PY - 2020
Y1 - 2020
N2 - The recent proliferation of sensors technology applications in therapies to children disabilities to promote positive behavior among such children has produced optimistic results in developing a variety of skills and abilities in them. Dolphin-Assisted Therapy (DAT) has also become a topic of public and research interest for these disorders intervention and treatment. This work exposes the development of a computational system that controls brain-computer interaction when a patient with different abilities takes a DAT. The study was carried out at Definiti Ixtapa, Guerrero facilities and shows that brain activity increases by 376 % during a DAT. A TGAM1 sensor was used to develop the system, which is connected to the Bluetooth 4.0 communication protocol, which is isolated from environmental conditions, which is brackish and humid. In this way, we explore the behavior of Obsessive Compulsive Disorder and neurotypic children using Fast Fourier Transform (FFT) from Electroencephalogram (EEG). The EEG RAW data are time series that showed the cerebral brain activity, voltage versus time, at rest and during a DAT for both children, as recorded by the first frontopolar electrode (FP1) by means of an EEG biosensor TGAM1 Module. Our findings indicate that this computational system measures the RAW EEG fluctuations during DAT display a collective behavior with positive increments of neuronal activity that could be followed by much more neural activity. Thus, the brain could react to DAT gradually over a period of time. In addition, the patient with OCD gets an apparent relaxation since its Power Spectrum Density (PSD) decreases 20 % regarding its initial rest state meanwhile the control patient increases its PSD 53 % regarding its initial rest state.
AB - The recent proliferation of sensors technology applications in therapies to children disabilities to promote positive behavior among such children has produced optimistic results in developing a variety of skills and abilities in them. Dolphin-Assisted Therapy (DAT) has also become a topic of public and research interest for these disorders intervention and treatment. This work exposes the development of a computational system that controls brain-computer interaction when a patient with different abilities takes a DAT. The study was carried out at Definiti Ixtapa, Guerrero facilities and shows that brain activity increases by 376 % during a DAT. A TGAM1 sensor was used to develop the system, which is connected to the Bluetooth 4.0 communication protocol, which is isolated from environmental conditions, which is brackish and humid. In this way, we explore the behavior of Obsessive Compulsive Disorder and neurotypic children using Fast Fourier Transform (FFT) from Electroencephalogram (EEG). The EEG RAW data are time series that showed the cerebral brain activity, voltage versus time, at rest and during a DAT for both children, as recorded by the first frontopolar electrode (FP1) by means of an EEG biosensor TGAM1 Module. Our findings indicate that this computational system measures the RAW EEG fluctuations during DAT display a collective behavior with positive increments of neuronal activity that could be followed by much more neural activity. Thus, the brain could react to DAT gradually over a period of time. In addition, the patient with OCD gets an apparent relaxation since its Power Spectrum Density (PSD) decreases 20 % regarding its initial rest state meanwhile the control patient increases its PSD 53 % regarding its initial rest state.
KW - Artificial intelligence
KW - Brain-computer interface
KW - Dolphin-assisted therapy
KW - EEG
KW - FFT
KW - Power spectrum density
KW - TGAM1 sensor
UR - http://www.scopus.com/inward/record.url?scp=85098766115&partnerID=8YFLogxK
U2 - 10.13053/CYS-24-4-3318
DO - 10.13053/CYS-24-4-3318
M3 - Artículo
AN - SCOPUS:85098766115
SN - 1405-5546
VL - 24
SP - 1471
EP - 1482
JO - Computacion y Sistemas
JF - Computacion y Sistemas
IS - 4
ER -