Evaluation of a commodity force sensor for building a low-cost bedsore prevention mat

Main Article Content

Sirak Kaewjamnong
Apisake Hongwitayakorn

Abstract

Bedsores are a common disease in patients who stay in the same position for a long period of time. Regular reposition must be done to prevent the problem. Accordingly, several tools are used to reduce bedsores. The Internet of Things and the machine learning technology have made it possible to make a number of smart kits using different sensors and artificial intelligence. This research evaluated the possibility of using a commodity force or pressure sensor, and the machine learning technology to build a budget-smart mat that can monitor patients and alert the caretaker to prevent bedsores. The experiment results showed that a force sensor is a potential candidate for making a smart tool that can be used to reduce bedsores for bedridden patients in hospitals or at homes.

Downloads

Download data is not yet available.

Article Details

How to Cite
Kaewjamnong, S., & Hongwitayakorn, A. (2021). Evaluation of a commodity force sensor for building a low-cost bedsore prevention mat. Science, Engineering and Health Studies, 15, 21020003. https://doi.org/10.14456/sehs.2021.13
Section
Physical sciences

References

Ayarafun. (2020). Introduction to node32s. Ayarafun Factory. [Online URL: www.ayarafun.com/2016/11/introduction-node32s] accessed on April 10, 2020.

Daneshvar Fard, F., Moghimi, S., and Lotfi, R. (2014). Design and evaluation of a pressure and temperature monitoring system for pressure ulcer prevention. Iranian Journal of Medical Physics, 11(2), 242-252.

Espressif. (2020). ESP32-WROOM-32 Data Sheet. Espressif. [Onine URL: espressif.com/sites/default/files/documentation/esp32-wroom-32_datasheet_en.pdf] accessed on April 10, 2020.

Interlink Electronics. (2020). FSR402 FSR 400 Series Round Force Sensing Resistor. Interlink Electronics. [Online URL: interlinkelectronics.com/fsr-402] accessed on April 10, 2020.

Jiang, Q., Li, X., Qu, X., Liu, Y., Zhang, L., Su, C., Guo, X., Chen, Y., Zhu, Y., Jia, J., Bo, S., Liu, L., Zhang, R., Xu, L., Wu, L., Wang, H., and Wang, J. (2014). The incidence, risk factors and characteristics of pressure ulcers in hospitalized patients in China. International Journal of Clinical and Experimental Pathology, 7(5), 2587-2594.

Kress, D. W. (1985). Pressure sensing device and method for preventing ulcer formation. U.S. Patent No. 4554930.

Liu, S. and Ostadabbas, S. (2017). A vision-based system for in-bed posture tracking. In Proceedings of the IEEE International Conference on Computer Vision (ICCV), pp. 1373-1382. Venice, Italy.

Manohar, A., and Bhatia, D. (2008). Pressure detection and wireless interface for patient bed. IEEE Biomedical Circuits and Systems Conference, pp. 389-392. Baltimore, USA.

Misaki, A., Imanishi, K., Takasugi, S. I., Wada, M., Fukagawa, S., and Furue, M. (2014). Body pressure sensing mattress for bedsore prevention. SEI Technical Review, 78, 95-99.

Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, L., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., and Duchesnay, E. (2011). Scikit-learn: machine learning in python. The Journal of Machine Learning Research, 12, 2825-2830.

Sen, D., McNeill, J., Mendelson, Y., Dunn, R., and Hickle, K. (2018). A new vision for preventing pressure ulcers: wearable wireless devices could help solve a common- and serious-problem. IEEE Pulse, 9(6), 28-31.

Texas Instruments. (2003). CD74HC4067, CD74HCT4067 Datasheet. Texas Instruments Web Site. [Online URL: ti.com/lit/ds/symlink/cd74hc4067.pdf] accessed on April 10, 2020

Yip, M., He, D. D., Winokur, E., Balderrama, A. G., Sheridan, R., and Ma, H. (2009). A flexible pressure monitoring system for pressure ulcer prevention. 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1212-1215. Minneapolis, USA.

Yousefi, R., Ostadabbas, S., Faezipour, M., Farshbaf, M., Nourani, M., Tamil, L., and Pompeo, M. (2011). Bed posture classification for pressure ulcer prevention. 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 7175-7178. Boston, USA.