Elemental Research for Quantification of Eustachian Tube Insufflation Method
Yutaka Suzuki 1, Osamu Sakata 1, Shun’ichi Imamura 2, Shuichiro Endo 3, Akihito Mizukoshi4,
Asobu Hattori 5, and
Masayuki Morisawa 1
1. Faculty of Engineering, University of Yamanashi, Kofu, Yamanashi, Japan
2. Imamura ENT Clinic, Kai, Yamanashi, Japan
3. Department of ENT, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi, Japan
4. Mizukoshi ENT Clinic, Kofu, Yamanashi, Japan
5. Tokyo Metropolitan Industrial Technology Research Institute, Koto-ku, Tokyo, Japan
2. Imamura ENT Clinic, Kai, Yamanashi, Japan
3. Department of ENT, Faculty of Medicine, University of Yamanashi, Chuo, Yamanashi, Japan
4. Mizukoshi ENT Clinic, Kofu, Yamanashi, Japan
5. Tokyo Metropolitan Industrial Technology Research Institute, Koto-ku, Tokyo, Japan
Abstract—Commercial equipment is available for conducting Eustachian tube function tests but, generally, the Eustachian tube insufflation method doubles as a treatment and diagnosis. However, with the Eustachian tube insufflation method, the doctor merely performs the auscultation. The Eustachian tube insufflation sounds are not saved as data, and the diagnosis relies on the auditory judgment of the doctor. That is, the technique is not objective. To overcome these disadvantages, we set out to develop a system that would enable the objective evaluation of the Eustachian tube insufflation sounds. We sampled a wide range of Eustachian tube insufflation sounds and tried to identify the acoustic features of specific pathological conditions. However, it was so difficult to find the features of Eustachian tube insufflation sounds and to classify according to observation of spectra completely. Therefore, we proposed a method of inputting the frequency analysis results as feature vectors to a Self-Organizing Map (SOM). Our results confirmed that, when the maximum values of the spectra are normalized using the 0- to 5-kHz frequency analysis results, the normal sounds, stenosis, and crepitation could be classified.
Index Terms—Eustachian tube, stenosis sound, health monitoring, self-organizing map
Cite: Yutaka Suzuki, Osamu Sakata, Shun’ichi Imamura, Shuichiro Endo, Akihito Mizukoshi, Asobu Hattori, and Masayuki Morisawa, "Elemental Research for Quantification of Eustachian Tube Insufflation Method," International Journal of Pharma Medicine and Biological Sciences, Vol. 5, No. 2, pp. 115-120, April 2016. 10.18178/ijpmbs.5.2.115-120
Cite: Yutaka Suzuki, Osamu Sakata, Shun’ichi Imamura, Shuichiro Endo, Akihito Mizukoshi, Asobu Hattori, and Masayuki Morisawa, "Elemental Research for Quantification of Eustachian Tube Insufflation Method," International Journal of Pharma Medicine and Biological Sciences, Vol. 5, No. 2, pp. 115-120, April 2016. 10.18178/ijpmbs.5.2.115-120