María Gaitán-Padilla

Ms. María Gaitán-Padilla

orcid

Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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8 August 2024 in IEEE Sensors Journal
Verified
Journal Article
Closed access
MGMaría Gaitán-Padilla
María Gaitán-Padilla
MMMarcela Múnera
Marcela Múnera
Maria Jose PontesMaria Jose Pontes
Maria Jose Pontes
MSMarcelo Eduardo Vieira Segatto
Marcelo Eduardo Vieira Segatto
Carlos A. CifuentesCarlos A. Cifuentes
Carlos A. Cifuentes
Camilo Arturo Rodríguez DíazCamilo Arturo Rodríguez Díaz
Camilo Arturo Rodríguez Díaz
The global prevalence of stress and its far-reaching impact on well-being has spurred the pursuit of innovative solutions for physiological and stress monitoring. Existing methods, whereas informative, often lack cost-efficiency, daily usefulness, real-time capabilities, or user comfort. This study introduces a novel approach using a low-cost wearable polymeric optical fiber (POF) sensor to classify stress in 12 healthy individuals (seven women and five men) using the Trial Social Stress Test (TSST) method for stress induction. The study’s methodology involves validating the POF sensor’s physiological measurement, comparing it with a fiber Bragg Grating (FBG)-based sensor and with an electrocardiogram (ECG) commercial sensor, and subsequent making a stress classification approach using a Bagged Decision Tree Classifier (BDTC). To the authors’ knowledge, this is the first work implementing POF and FBG sensors in stress detection. The results showcase the POF sensor’s proficiency in capturing pulse and respiration signals, aligning closely with established monitoring sensors. The tested classification algorithm with the POF sensor exhibits an accuracy of 92.37% in the validation stage and 84.75%, recall of 79.41%, precision of 93.10%, and F-score of 85.71%. These results demonstrate the POF sensor’s potential to be a reliable stress indicator. Also, considering the reduction in the size of the optical interrogation system for the POF sensor compared to FBG interrogation systems, the proposed sensor can be used in complete wearable systems. For future work, the sensor will be improved in terms of TRL and tested in real-scenario applications.

4 January 2024
Verified
Book Chapter
Closed access
PDF file
MGMaría Gaitán-Padilla
María Gaitán-Padilla
JMJuan C. Maldonado-Mejía
Juan C. Maldonado-Mejía
MMMarcela Múnera
Marcela Múnera
Camilo Arturo Rodríguez DíazCamilo Arturo Rodríguez Díaz
Camilo Arturo Rodríguez Díaz
Maria Jose PontesMaria Jose Pontes
Maria Jose Pontes
Carlos A. CifuentesCarlos A. Cifuentes
Carlos A. Cifuentes

Verified
Journal Article
Open access
PDF file
Patricio Eduardo Barria AburtoPatricio Eduardo Barria Aburto
Patricio Eduardo Barria Aburto
MGMaría Gaitán-Padilla
María Gaitán-Padilla
Daniel Gomez-VargasDaniel Gomez-Vargas
Daniel Gomez-Vargas
GAGonzalo Cardenas Ampuero
Gonzalo Cardenas Ampuero
KGKay Gitterman
Kay Gitterman
FRFlavio Roberti
Flavio Roberti
Understanding the differences in ventilatory responses during exercise between patients with fibromyalgia and those with other chronic pain disorders is crucial for developing effective therapeutic interventions, especially in exercise to identify the better physical therapy prescription. Both populations face unique challenges that impact their ability to engage in physical activity; yet, the underlying physiological responses can vary significantly. In this context, the methodology of this study entailed conducting a comparative analysis of the ventilatory response during exercise in patients with fibromyalgia and those with other chronic pain disorders. The experimental protocol included a total of 31 participants (n = 13 diagnosed with fibromyalgia and n = 18 diagnosed with other chronic pain conditions). All participants completed a stress test, where the ventilatory parameters were measured in three stages (i.e., resting, incremental exercise, and recovery). The results revealed significant differences (p<0.05) in ventilatory responses between both groups. Patients with fibromyalgia exhibited reduced time for the aerobic threshold and a higher respiratory frequency in the anaerobic threshold compared to those with other chronic pain disorders. Furthermore, fibromyalgia patients demonstrated higher values in the ventilatory coefficient during the test and in the recovery stage. In conclusion, these differences underscore the need for tailored exercise programs that specifically address the unique ventilatory challenges faced by fibromyalgia patients to improve their physical function and overall quality of life.

15 October 2024 in EPJ Web of Conferences
Verified
Journal Article
Open access
PDF file
MGMaría Gaitán-Padilla
María Gaitán-Padilla
DFDaniela Farfal
Daniela Farfal
PBPatricio Barria
Patricio Barria
MSMarcelo Eduardo Vieira Segatto
Marcelo Eduardo Vieira Segatto
CCCarlos A. Cifuentes
Carlos A. Cifuentes
CDCamilo A.R. Diaz
Camilo A.R. Diaz
Optical fiber sensors have been validated for physiological measurement as a potential device for smart textiles and wearable sensors. Also, developing sensors with Polymeric Optical Fiber (POF) shows promising applications in dynamic and real scenarios, as low-cost alternatives. Furthermore, the functioning of POF sensors can be used in no-skin contact applications, such as in highly skin-sensitive children with Autism Spectrum Disorder (ASD) during therapies. On the other hand, Dog-Assisted Therapy (DAT) is a stress-reducing method and has been studied to identify its influence on improving therapies and stress-related events. This work presents a case study in three weekly DAT sessions focused on speech therapy in a subject with ASD. A validated low-cost POF sensor was used in this first dynamic physiological measurement scenario. The analysis of five Heart Rate Variability (HRV) variables was made to compare the participant’s physiological status before and during the DAT. The obtained pulse signal showed the dynamic movements affecting the signal but being able to obtain the pulse peaks. The physiological comparison showed a difference in the mean peakto-peak time interval when the child was interacting with the dog than previous to the interaction in Session 1 and Session 2 (p-value<0.05). Also, an improvement in phonological consciousness was obtained, increasing by eight points after the three weeks of therapy. This case study showed the potential use of POF sensors in dynamic environments, and for wearable or smart textiles for children with ASD.