DOI:

https://doi.org/10.14483/22484728.14422

Published:

2019-02-05

Issue:

Vol. 13 No. 1 (2019)

Section:

A Research Vision

Wearable device intended for detection of fog episodes in Parkinson´s disease

Dispositivo vestible para identificar congelamiento de la marcha en Parkinson

Authors

Keywords:

Freeze Index, Freezing of Gait, Parkinson's disease, Predicting Device, Wearable device (en).

Keywords:

Índice de congelación, Congelamiento de la Marcha, Enfermedad de Parkinson, Dispositivo de predicción, Dispositivo vestible (es).

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Abstract (en)

The episodes of Freezing of Gait (FOG) are a recurring symptom in people suffering from advanced stages of Parkinson's disease (PD). These are severe occurrences because they may cause falls to the patients, generating further traumas and concussions. In order to solve this yet ineffectively treated issue, this article describes the research that developed a device capable of predicting freezing episodes. On this project a wearable device was developed, which was able to predict freezing episodes based on the calculation of a freezing index (FI) determined by the signals obtained from an inertial measurement unit (IMU). This device was tested in three Patients and signals corresponding to normal gait and simulated Parkinson gait were taken. The results showed that FI obtained from Parkinson gait were much higher than those from a normal gait, validating this parameter as a key aspect in FOG prediction.

 

 

 

Abstract (es)

Los episodios de congelamiento (FOG) son un síntoma de alta frecuencia en las personas que sufren de la enfermedad de Parkinson en un estado avanzado. Dichos episodios son un síntoma grave en los individuos pues pueden provocar caídas que le generen traumas o contusiones. En aras de dar una solución a esta problemática, que todavía no tiene un tratamiento de alta efectividad, se ha buscado desarrollar un dispositivo que haga una predicción de los episodios de congelamiento. En este artículo se desarrolla un dispositivo electrónico vestible capaz de predecir los episodios de congelamiento con base en el cálculo de un índice de congelamiento (FI) determinado a partir de señales de un sensor inercial IMU; este fue probado en una población de tres sujetos a quienes se les tomaron las señales mientras realizaban una marcha normal y mientras simulaban una marcha parkinsoniana. Los resultados arrojaron que los FI para marcha parkinsoniana son más elevados que los FI para marcha normal, dando validez a este parámetro como predicción de FOG.

References

Elespectador.com, “En Colombia hay 230 mil pacientes con Parkinson”, 2011. [Online]. Available: https://www.elespectador.com/content/en-colombia-hay-230-mil-pacientes-con-parkinson

M. Bachlin et al., “Potentials of Enhanced Context Awareness in Wearable Assistants for Parkinson’s Disease Patients with the Freezing of Gait Syndrome”, International Symposium on Wearable Computers, 2009, pp. 123–130. https://doi.org/10.1109/ISWC.2009.14

A. Amini Maghsoud Bigy, K. Banitsas, A. Badii, and J. Cosmas, “Recognition of postures and Freezing of Gait in Parkinson’s disease patients using Microsoft Kinect sensor”, 7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015, pp. 731–734. https://doi.org/10.1109/NER.2015.7146727

B. R. Bloem, J. M. Hausdorff, J. E. Visser, and N. Giladi, “Falls and freezing of Gait in Parkinson’s disease: A review of two interconnected, episodic phenomena”, Movement Disorders, vol. 19, no. 8. 2004, pp. 871–884. https://doi.org/10.1002/mds.20115

P. Lamberti et al., “Freezing gait in parkinson’s disease”, Eur. Neurol., vol. 38, no. 4, 1997, pp. 297–301. https://doi.org/10.1159/000113398

S. T. Moore, H. G. MacDougall, and W. G. Ondo, “Ambulatory monitoring of freezing of gait in Parkinson’s disease”, J. Neurosci. Methods, vol. 167, no. 2, 2008, pp. 340–348. https://doi.org/10.1016/j.jneumeth.2007.08.023

E. E. Tripoliti et al., “Automatic detection of freezing of gait events in patients with Parkinson’s disease”, Comput. Methods Programs Biomed., vol. 110, no. 1, 2013, pp. 12–26. https://doi.org/10.1016/j.cmpb.2012.10.016

H. Zach et al., “Identifying freezing of gait in Parkinson’s disease during freezing provoking tasks using waist-mounted accelerometry”, Park. Relat. Disord., vol. 21, no. 11, 2015, pp. 1362–1366. https://doi.org/10.1016/j.parkreldis.2015.09.051

How to Cite

APA

Rozo Hoyos, L. C., Pulgarín González, J. P., Morales Fandiño, P. A., and Gallego Londoño, J. (2019). Wearable device intended for detection of fog episodes in Parkinson´s disease. Visión electrónica, 13(1), 10–16. https://doi.org/10.14483/22484728.14422

ACM

[1]
Rozo Hoyos, L.C. et al. 2019. Wearable device intended for detection of fog episodes in Parkinson´s disease. Visión electrónica. 13, 1 (Feb. 2019), 10–16. DOI:https://doi.org/10.14483/22484728.14422.

ACS

(1)
Rozo Hoyos, L. C.; Pulgarín González, J. P.; Morales Fandiño, P. A.; Gallego Londoño, J. Wearable device intended for detection of fog episodes in Parkinson´s disease. Vis. Electron. 2019, 13, 10-16.

ABNT

ROZO HOYOS, Laura Carolina; PULGARÍN GONZÁLEZ, Juan Pablo; MORALES FANDIÑO, Paula Andrea; GALLEGO LONDOÑO, Jonathan. Wearable device intended for detection of fog episodes in Parkinson´s disease. Visión electrónica, [S. l.], v. 13, n. 1, p. 10–16, 2019. DOI: 10.14483/22484728.14422. Disponível em: https://revistas.udistrital.edu.co/index.php/visele/article/view/14422. Acesso em: 30 jun. 2024.

Chicago

Rozo Hoyos, Laura Carolina, Juan Pablo Pulgarín González, Paula Andrea Morales Fandiño, and Jonathan Gallego Londoño. 2019. “Wearable device intended for detection of fog episodes in Parkinson´s disease”. Visión electrónica 13 (1):10-16. https://doi.org/10.14483/22484728.14422.

Harvard

Rozo Hoyos, L. C. (2019) “Wearable device intended for detection of fog episodes in Parkinson´s disease”, Visión electrónica, 13(1), pp. 10–16. doi: 10.14483/22484728.14422.

IEEE

[1]
L. C. Rozo Hoyos, J. P. Pulgarín González, P. A. Morales Fandiño, and J. Gallego Londoño, “Wearable device intended for detection of fog episodes in Parkinson´s disease”, Vis. Electron., vol. 13, no. 1, pp. 10–16, Feb. 2019.

MLA

Rozo Hoyos, Laura Carolina, et al. “Wearable device intended for detection of fog episodes in Parkinson´s disease”. Visión electrónica, vol. 13, no. 1, Feb. 2019, pp. 10-16, doi:10.14483/22484728.14422.

Turabian

Rozo Hoyos, Laura Carolina, Juan Pablo Pulgarín González, Paula Andrea Morales Fandiño, and Jonathan Gallego Londoño. “Wearable device intended for detection of fog episodes in Parkinson´s disease”. Visión electrónica 13, no. 1 (February 5, 2019): 10–16. Accessed June 30, 2024. https://revistas.udistrital.edu.co/index.php/visele/article/view/14422.

Vancouver

1.
Rozo Hoyos LC, Pulgarín González JP, Morales Fandiño PA, Gallego Londoño J. Wearable device intended for detection of fog episodes in Parkinson´s disease. Vis. Electron. [Internet]. 2019 Feb. 5 [cited 2024 Jun. 30];13(1):10-6. Available from: https://revistas.udistrital.edu.co/index.php/visele/article/view/14422

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