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  1. NTU Theses and Dissertations Repository
  2. 工學院
  3. 醫學工程學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/36868
完整後設資料紀錄
DC 欄位值語言
dc.contributor.advisor翁昭旼
dc.contributor.authorHuan-Chuang Chihen
dc.contributor.author池桓壯zh_TW
dc.date.accessioned2021-06-13T08:20:05Z-
dc.date.available2010-10-14
dc.date.copyright2005-07-20
dc.date.issued2005
dc.date.submitted2005-07-19
dc.identifier.citation[1] Lawrence J. Cheskin, Brian E. Lacy, Healing Heartburn (A Johns Hopkins Press Health Book), The Johns Hopkins University Press, March 15, 2002
[2] Prolong ambulatory esophageal pH and EGG recording system, Hsien-Chen Ho, 2003
[3] District General Hospital, Moorgate Road, “24 Hour Ambulatory Intra-gastric pH Monitoring”, IEEE Engineering In Medicine & Biology Society 10th Annual International Conference, 1998
[4] Chen J, McCallum RW, Eletrogastrogram: measurement, analysis and prospective application. Med Bio Eng Comput 1991; 29:339-50
[5] J. Chen, J. Vandewalle, W. Sansen, “Observation of Phase Shifts From Cutaneous Electrogastrography”, IEEE Engineering in Medicine & Biology Society 10 th Annual International Conference 1998
[6] DANIEL SIFRIM, RICHARD HOLLOWAY, JIRI SILNY, ZHANG XIN, JAN TACK, ANTOON LERUT, and JOZEF JANSSENS, “Acid, Nonacid, and Gas Reflux in Patients With Gastroesophageal Reflux Disease During Ambulatory 24-Hour pH-Impedance Recordings”, GASTROENTEROLOGY 2001;120:1588–1598
[7] J.D.Z. Chen, “Non-Invasive Measurement of Gastric Myoelectrical Activity and its Analysis and Applications”, Proceeding of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vol. 20, No 6, 1998
[8] Independent Component and Spectrum Analyses for Saccadic Eye Movements, Tzung-Yuan Lee, 2003
[9] Pierre Comin, Independent Component Analysis, A new concept? , Signal Processing, Vol. 36, no 3, Special issue on High-Order Statistics, April 1994, pp. 287-314.
[10] Dongxin Xu, Jose C. Principe, John Fisher III, Hsiao-Chun Wu, A Novel Measure for Independent Component Analysis(ICA)
[11] S.H.Nawab and T.F. Quatieri, “Short-Time Fourier Transform”, Ch.6, Advanced Topics in Signal Processing, J.S. Lim and A.V. Oppenheim, Eds., Prentice Hall,1988
[12] Aapo Hyvarinen ,”Independent Component Analysis”
[13] Hrair P. Simonian, M.D., Kashyap Panganamamula, M.D., Jiande Z. Chen, Ph.D., Robert S. Fisher, M.D., and Henry P. Parkman, M.D., Multichannel Electrogastrography (EGG) in Symptomatic Patients: A Single Center Study, Volume 99, Issue 3, American Journal of Gastroenterology, March 2004, pp. 478-485
[14] Z. S. Wang, S. Elsenbruch, W. C. Orr, J. D. Z. Chen, Detection of gastric slow wave uncoupling from multi-channel electrogastrogram: validations and applications, Volume 15, Issue 5, Neurogastroenterology and Motility, October 2003, pp. 457-465
[15] Zishun Wang, Zhenya He, Jiande Z.Chen, “Blind EGG Separation Using ICA Neural Networks”, Proceedings-19th International Conference – IEEE/EMBS Oct. 30 – Nov. 2, 1997 Chicago, IL. USA
[16] Hualou Liang, “Adaptive independent component analysis of multichannel electrogastrograms”, Medical Engineering & Physics 23 (2001) 91-97
[17] Masashi OHATA, Takahiro MATSUOMOTO, Akio SHIGEMATSU and Kiyotoshi MATSUOKA, “Independent Component Analysis of Electrogastrogram Data”, 4th International Symposium on Independent Component Analysis and Blind Signal Separation (ICA2003), April 2003, Nara, Japan
[18] RAMTRON FM24CL64 Datasheet
[19] Microchip PIC16F877 DataSheet
[20] Lin Xuemei, Lin Jiarui, “Development on 24 Hour Gastric pH Monitoring System”, 18 th Annual Internation Conference of the IEEE Engineering in Medicine and Biology Society, Amsterdam 1996
[21] J.-K. Jang, T.-S Kuo, and M.-J Shieh, “Microcontroller-Based EGG Recording System”, Biomedical Engineering Applications, Basis & Communications, Vol. 13, No. 5, October 2001
[22] MATLAB Signal Processing Toolbox
[23] Mark Girolami, Colin Fyfe, “Negetropy and Kurtosis as projection pursuit Indices Provide Generalised ICA Algorithms”
[24] M. Ohata, T. Matsumoto, A. Shigematsu and K. Matsuoka, “Kurtosis-based algorithm for blind sources separation using the Cayley transformation and Its application to multi-channel electrogastrograms,” in CD-ROM of Proceedings of Korea Automatic Control Conference, TPI10-3, 2000.
[25]. PIC MICROCONTROLLER PROJECT BOOK, John Iovine.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/36868-
dc.description.abstract目前市面上,量測生醫訊號的儀器,大大小小有不下數百種,但是能夠同時記錄食道酸鹼與胃電訊號的系統,少之又少,於是我們製作了一個能夠長時間、攜帶方便,並可同時記錄食道酸鹼和胃電記錄的系統,這系統不僅僅紀錄胃食道酸鹼與胃電,更可更換模組紀錄其他的電生理訊號。此外,還有一個更大的特點就是在儲存媒體的部分,我們使用SD記憶卡,儲存二十四小時以上的生理訊號,量測結束後,藉由一般電腦的讀卡機,將檔案讀出,做訊號處理與分析。
由前人的研究和文獻的探討中發現,胃酸食道逆流與胃電圖有一定的相關性,但因為從體表量測到的胃電訊號,除了重要的胃電訊號外,還有量測時因動作(如:呼吸)等因素所造成的雜訊,造成分析上的困難。目前我們是以ICA的分析方式將訊號分離,雖然可以清楚地將胃的慢波分離出來,但還是夾雜著其他的訊號,因此我們增加了EGG channel數來幫助分析,分析的結果發現,ICA的確有助於EGG訊號的分離,使我們更清楚看到胃的慢波訊號。
zh_TW
dc.description.abstractA 24 hours ambulatory esophageal pH and electrogatrogram (EGG) recording system has been set up in this project. The unique feature of our system is that it can record the esophageal pH and EGG signals simultaneously. Current commercial available devices only measure the esophageal pH or EGG signals separately and no ambulatory EGG recording system is available now. We planned to improve our previous system to let it be more mobile for patients without disturbing their daily activity. A small thin memory card (SD card) is applied for data recording instead of the storage by PDA. Except size reducing, power saving is another benefit using the memory card. With this new ambulatory recording system, the examination will be more comfortable and more patients can be persuaded to receive the 24 hours recording of pH and EGG. Some bad situations such as disconnection of cable to PDA during examination can be avoided. Therefore, more complete and comprehensive information can be approached for further analysis.
The measured EGG signals may include a lot of other undesired signals, such as respiration. We use independent component analysis (ICA) to separate the mixed EGG signals in this study. The gastric slow waves can be extracted out by ICA, but the signals are still mixed with some noise. The EGG channels are increased from 2 to 3 to evaluate if the increased channel has any additional benefit for data analysis. The results show that ICA and the increase of EGG channels really help signals separation and let us see the gastric slow waves more clearly.
en
dc.description.provenanceMade available in DSpace on 2021-06-13T08:20:05Z (GMT). No. of bitstreams: 1
ntu-94-R92548025-1.pdf: 1498514 bytes, checksum: 8706e6406a9834d1080d3910a58b6e8e (MD5)
Previous issue date: 2005
en
dc.description.tableofcontents第一章 導論 1
1-1 前言 1
1-1-1 從食物到排泄物 1
1-1-2 胃 2
1-1-3 胃食道接合處 3
1-2 胃食道逆流 5
1-2-1 二十四小時酸鹼值檢查 6
1-2-2胃肌電訊號與胃電圖記錄 8
1-3 研究動機 9
1-4 研究方法 10
1-4-1 食道酸鹼值分析 10
1-4-2 胃電圖分析 10
第二章 相關研究 12
2-1 傅立葉分析簡介 12
2-2 獨立成份分析法的原理 14
2-3文獻探討 15
第三章 系統設計 18
3-1 硬體架構 18
3-1-1 記憶卡種類 18
3-1-2 暫存記憶體 19
3-1-3 電路圖原理 21
3-2 軟體架構 26
3-2-1 PC即時監控系統 26
3-2-2 PC端資料處理 28
3-2-3 ICA理論 29
第四章 實驗 33
4-1 實驗設計 33
4-1-1 pH sensor 安置步驟 34
4-1-2 EGG電極貼片安置步驟 36
4-2 實驗結果 37
第五章 討論 56
第六章 結論 72
參考文獻 73
dc.language.isozh-TW
dc.subject胃的慢波zh_TW
dc.subjectSD記憶卡zh_TW
dc.subject獨立成份分析法zh_TW
dc.subjectSD memory carden
dc.subjectgastric slow wavesen
dc.subjectindependent component analysisen
dc.title食道酸鹼與胃電記錄分析系統zh_TW
dc.titleEsophageal pH and EGG recording and analyzing systemen
dc.typeThesis
dc.date.schoolyear93-2
dc.description.degree碩士
dc.contributor.coadvisor蔣以仁
dc.contributor.oralexamcommittee陳中明
dc.subject.keywordSD記憶卡,獨立成份分析法,胃的慢波,zh_TW
dc.subject.keywordSD memory card,independent component analysis,gastric slow waves,en
dc.relation.page75
dc.rights.note有償授權
dc.date.accepted2005-07-19
dc.contributor.author-college工學院zh_TW
dc.contributor.author-dept醫學工程學研究所zh_TW
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