Development of Wearable Heart Sound Collection Device
| العنوان: | Development of Wearable Heart Sound Collection Device |
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| المؤلفون: | Shota Notsu, Panote Siriaraya, Ximing Huai, Noriaki Kuwahara, Dongeun Choi |
| المصدر: | International Journal of Advanced Computer Science and Applications. 12 |
| بيانات النشر: | The Science and Information Organization, 2021. |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | Sound (medical instrument), General Computer Science, User experience design, Human–computer interaction, Computer science, business.industry, Heart sounds, Wearable computer, business, Convolutional neural network, Wearable technology |
| الوصف: | In recent years, the mortality rate of cardiovascular diseases and the younger generation have attracted people's attention. At the same time, there is an increasing demand for devices that can monitor the physiological parameters of the heart. In this research, a wearable devices was designed and developed for heart sound collection. Microphones wrapped in urethane resin holders were directly fixed on the vest for heart sound collection. The device has received many positive reviews in terms of comfort. The cumulative contribution rate of the two common factors (material factor and clothing design factor) obtained through factor analysis was 75.371%, which was the main factor affecting the experience of using the device. Finally, the heart sounds of 11 healthy young people were collected and input into the completed convolutional neural network for detection, and an accuracy rate of 71.3% was obtained. Therefore, it can be concluded that the device improves the user experience and has a good effect on heart sound collection and detection. |
| تدمد: | 2156-5570 2158-107X |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::4d31e770d01a5575c02eb10ea928e6d5 https://doi.org/10.14569/ijacsa.2021.0120502 |
| حقوق: | OPEN |
| رقم الأكسشن: | edsair.doi...........4d31e770d01a5575c02eb10ea928e6d5 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 21565570 2158107X |
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