| 研究生: |
翁祺凱 Weng, Chi-Kai |
|---|---|
| 論文名稱: |
研發一套以FPGA為基礎穿戴式超音波裝置用來監測睡眠呼吸中止症徵狀 A FPGA-based wearable ultrasound device for monitoring obstructive sleep apnea syndrome |
| 指導教授: |
黃執中
Huang, Chih-Chung |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 生物醫學工程學系 Department of BioMedical Engineering |
| 論文出版年: | 2016 |
| 畢業學年度: | 104 |
| 語文別: | 英文 |
| 論文頁數: | 60 |
| 中文關鍵詞: | 睡眠呼吸障礙 、可穿戴式裝置 、超音波系統 |
| 外文關鍵詞: | Obstructive sleep apnea, Wearable device, Ultrasound system |
| 相關次數: | 點閱:136 下載:1 |
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睡眠呼吸障礙是指病患在睡眠中上呼吸道發生反覆的塌陷,而造成上呼吸道部分或全部阻塞,輕微者可能出現打鼾的症狀,影響同床者之睡眠品質;嚴重者會造成上呼吸道完全封閉,呼吸道氣體進出暫停,導致暫時性缺氧並影響睡眠品質。許多研究也發現舌根的變化對於睡眠呼吸障礙扮演著一個重要的角色,而目前臨床診斷上還會使用一些醫療儀器來記錄呼吸道的變化,例如:磁振造影和電腦斷層影像。然而,上述輔助診斷方式幾乎都必須在病患於清醒中完成診斷,為了克服這些問題,本研究為開發一套穿戴式超音波影像裝置用來即時與長時間監測舌根的動態變化。
此系統裝置包含一個3 MHz客製化超音波陣列式換能器、超音波激發/接收電路、高速類比數位轉換模組、與FPGA模組。透過可程式化邏輯閘陣列去控制系統脈衝重複週期訊號與主要頻率。此裝置具有非侵入式、即時成像、可攜帶式與非游離輻射等優點,能在最不干擾自然睡眠及睡眠姿勢的狀況下檢查,並有助提供專科醫師對於診斷睡眠呼吸障礙病患的新資訊。
在人體測量中更進一步驗證系統的可行性,從結果方面可以藉由此系統明顯地看出舌根的動態變化,並有效的將此超音波裝置與睡眠多項生理檢查分別記錄患者於自然睡眠下舌根後區上呼吸道形態學與相關生理訊號的變化,協助睡眠與耳鼻喉科醫生判斷睡眠呼吸障礙患者上呼吸道的阻塞部分與塌陷程度。
Obstructive sleep apnea (OSA), a breathing disorder characterized by repetitive collapse of the pharyngeal airway during sleep, can cause intermittent hypoxemia and frequent arousal. Many studies have demonstrated that the deformation of tongue base plays an important role in OSA. Currently, several medical imaging modalities have been used to record the airway changes, such as cine MRI and ultrafast CT. However, most of them are difficult to be used widely in clinical diagnosis for continuous recording the deformation of tongue in real-time, particularly during sleeping. In order to overcome these problems, a wearable ultrasonic device was developed for real-time monitor of the dynamic change of the tongue base in this study.
The device includes a custom-designed 3-MHz ultrasonic array transducer, an ultrasound pulser/receiver, high speed analog-to-digital converter, and a FPGA board. The ultrasound pulse repetition frequency and pulse center frequency are controlled by the programmable FPGA board. Since this device exhibits non-invasive, real time imaging, portable, and non-ionizing radiation, it can be used to detect the airway situation during natural sleeping with various postures. This new information will help physicians to diagnose the symptoms.
The anthropometric measurement was carried out for verifying the system performance. Results demonstrated that the dynamic variation of tongue base can be clearly distinguished by using this wearable system. It has the potential to be incorporated into polysomnography and to provide information about retroglossal airway behavior during natural sleep. Furthermore, it is very important in devising, applying and determining the effectiveness of tailor-made treatment modalities.
[1] W. Flemons, D. Buysse, S. Redline, A. Oack, K. Strohl, J. Wheatley, et al., "Sleep-related breathing disorders in adults," Sleep, vol. 22, pp. 667-689, 1999.
[2] D. P. White, "Pathogenesis of obstructive and central sleep apnea," American journal of respiratory and critical care medicine, vol. 172, pp. 1363-1370, 2005.
[3] T. Young, J. Skatrud, and P. E. Peppard, "Risk factors for obstructive sleep apnea in adults," Jama, vol. 291, pp. 2013-2016, 2004.
[4] R. Arens and C. L. Marcus, "Pathophysiology of upper airway obstruction: a developmental perspective," Sleep, vol. 27, pp. 997-1019, 2004.
[5] A. Yadollahi and Z. Moussavi, "Automatic breath and snore sounds classification from tracheal and ambient sounds recordings," Medical engineering & physics, vol. 32, pp. 985-990, 2010.
[6] B. A. Stuck and J. T. Maurer, "Airway evaluation in obstructive sleep apnea," Sleep medicine reviews, vol. 12, pp. 411-436, 2008.
[7] M. Partinen, C. Guilleminault, M.-A. Quera-Salva, and A. Jamieson, "Obstructive sleep apnea and cephalometric roentgenograms. The role of anatomic upper airway abnormalities in the definition of abnormal breathing during sleep," CHEST Journal, vol. 93, pp. 1199-1205, 1988.
[8] M. T. Ko and C. Y. Su, "Computer‐Assisted Quantitative Evaluation of Obstructive Sleep Apnea Using Digitalized Endoscopic Imaging with Muller Maneuver," The Laryngoscope, vol. 118, pp. 909-914, 2008.
[9] M. E. Bohlman, E. F. Haponik, P. L. Smith, R. Allen, E. Bleecker, and S. Goldman, "CT demonstration of pharyngeal narrowing in adult obstructive sleep apnea," American Journal of Roentgenology, vol. 140, pp. 543-548, 1983.
[10] A. Yucel, M. Unlu, A. Haktanir, M. Acar, and F. Fidan, "Evaluation of the upper airway cross-sectional area changes in different degrees of severity of obstructive sleep apnea syndrome: cephalometric and dynamic CT study," American journal of neuroradiology, vol. 26, pp. 2624-2629, 2005.
[11] R. Horner, R. Mohiaddin, D. Lowell, S. Shea, E. Burman, D. Longmore, et al., "Sites and sizes of fat deposits around the pharynx in obese patients with obstructive sleep apnoea and weight matched controls," European Respiratory Journal, vol. 2, pp. 613-622, 1989.
[12] C. L. Moore and J. A. Copel, "Point-of-care ultrasonography," New England Journal of Medicine, vol. 364, pp. 749-757, 2011.
[13] K. Liu, W. C. Chu, K. To, F. W. Ko, M. W. Tong, J. W. Chan, et al., "Sonographic measurement of lateral parapharyngeal wall thickness in patients with obstructive sleep apnea," SLEEP-NEW YORK THEN WESTCHESTER-, vol. 30, p. 1503, 2007.
[14] T. M. Davidson, "The Great Leap Forward: the anatomic basis for the acquisition of speech and obstructive sleep apnea," Sleep medicine, vol. 4, pp. 185-194, 2003.
[15] J.-W. Chen, C.-H. Chang, S.-J. Wang, Y.-T. Chang, and C.-C. Huang, "Submental Ultrasound Measurement of Dynamic Tongue Base Thickness in Patients with Obstructive Sleep Apnea," Ultrasound in medicine & biology, vol. 40, pp. 2590-2598, 2014.
[16] Y. Lahav, E. Rosenzweig, Z. Heyman, J. Doljansky, A. Green, and Y. Dagan, "Tongue base ultrasound: a diagnostic tool for predicting obstructive sleep apnea," Annals of Otology, Rhinology & Laryngology, vol. 118, pp. 179-184, 2009.
[17] L. Remijn, G. Weijers, M. W. Nijhuis-van der Sanden, B. E. Groen, and C. L. de Korte, "Ultrasound Imaging for Analyzing Lateral Tongue Movements during Mastication in Adults with Cerebral Palsy Compared with Adults without Oral Motor Disabilities," Ultrasound in medicine & biology, vol. 41, pp. 1784-1793, 2015.
[18] S. Cheng, J. E. Butler, S. C. Gandevia, and L. E. Bilston, "Movement of the human upper airway during inspiration with and without inspiratory resistive loading," Journal of Applied Physiology, vol. 110, pp. 69-75, 2011.
[19] K. K. Shung, Diagnostic ultrasound: Imaging and blood flow measurements: CRC press, 2015.
[20] X. Xu, J. T. Yen, and K. K. Shung, "A low-cost bipolar pulse generator for high-frequency ultrasound applications," IEEE transactions on ultrasonics, ferroelectrics, and frequency control, vol. 54, pp. 443-447, 2007.
[21] J. A. Brown and G. R. Lockwood, "A low-cost, high-performance pulse generator for ultrasound imaging," IEEE transactions on ultrasonics, ferroelectrics, and frequency control, vol. 49, pp. 848-851, 2002.
[22] J.-X. Wu, Y.-C. Du, C.-H. Lin, P.-J. Chen, and T. Chen, "A novel bipolar pulse generator for high-frequency ultrasound system," in 2013 IEEE International Ultrasonics Symposium (IUS), 2013, pp. 1571-1574.
[23] C.-C. Huang, P.-Y. Lee, P.-Y. Chen, and T.-Y. Liu, "Design and implementation of a smartphone-based portable ultrasound pulsed-wave doppler device for blood flow measurement," IEEE transactions on ultrasonics, ferroelectrics, and frequency control, vol. 59, pp. 182-188, 2012.
[24] J. H. Chang, L. Sun, J. T. Yen, and K. K. Shung, "Low-cost, high-speed back-end processing system for high-frequency ultrasound B-mode imaging," IEEE transactions on ultrasonics, ferroelectrics, and frequency control, vol. 56, pp. 1490-1497, 2009.
[25] C. Hu, L. Zhang, J. M. Cannata, and K. K. Shung, "Development of a digital high frequency ultrasound array imaging system," in 2010 IEEE International Ultrasonics Symposium, 2010, pp. 1972-1975.
[26] J. M. Baran and J. G. Webster, "Design of low-cost portable ultrasound systems: review," in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009, pp. 792-795.
[27] G.-D. Kim, C. Yoon, S.-B. Kye, Y. Lee, J. Kang, Y. Yoo, et al., "A single FPGA-based portable ultrasound imaging system for point-of-care applications," IEEE transactions on ultrasonics, ferroelectrics, and frequency control, vol. 59, pp. 1386-1394, 2012.
[28] W. Qiu, Y. Yu, F. K. Tsang, and L. Sun, "A multifunctional, reconfigurable pulse generator for high-frequency ultrasound imaging," IEEE transactions on ultrasonics, ferroelectrics, and frequency control, vol. 59, pp. 1558-1567, 2012.
[29] P. Levesque and M. Sawan, "Real-time hand-held ultrasound medical-imaging device based on a new digital quadrature demodulation processor," IEEE transactions on ultrasonics, ferroelectrics, and frequency control, vol. 56, pp. 1654-1665, 2009.
[30] A. Rechtschaffen and A. Kales, "A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects," 1968.
校內:2021-08-01公開