Basic Search / Detailed Display

Author: 李韋德
Wei-Te Lee
Thesis Title: 行動遠距醫療-以路易斯湖高山症評估量表為例
Mobile Health – Lake Louise AMS for instance
Advisor: 葉耀明
Yeh, Yao-Ming
Degree: 碩士
Master
Department: 資訊工程學系
Department of Computer Science and Information Engineering
Thesis Publication Year: 2012
Academic Year: 100
Language: 中文
Number of pages: 54
Keywords (in Chinese): 遠距醫療行動醫療高山症支援向量機近場通訊
Keywords (in English): Telemedicine, mHealth, Mountain Sickness, SVM, NFC
Thesis Type: Academic thesis/ dissertation
Reference times: Clicks: 108Downloads: 0
Share:
School Collection Retrieve National Library Collection Retrieve Error Report
  • 遠距醫療(Telemedicine)並不是一個新的概念,但傳統遠距醫療在機動性上有很大的缺點。近年來智慧型手機的發展蓬勃,在軟硬體上規格也不斷的進步,所以帶來另一種以行動裝置為平台,行動通訊為媒介的服務模式,稱為行動醫療(Mobile Health, mhealth);而這樣的模式能與多種技術和電子儀器做結合應用,其背後帶來的市場效應和學術貢獻不可小覷。
    本論文以遠距醫療系統的架構,運用在高山症。藉由手機的軟硬體資源開發出一套行動專家系統,提供急性高山症(Acute Mountain Sickness,AMS)、高海拔腦水腫(High Altitude Cerebral Edema,HACE)和高海拔肺水腫(High Altitude Pulmonary Edema)的自我評估量表。
    在系統的病態評估上,除了考慮到高山環境可能沒有網路通訊,加入了支援向量機(Support Vector Machine , SVM),即使在離線模式下,還是能預測結果,同時也考量到使用者對於高山症的基本用藥常識不足,利用了近場通訊技術(Near Filed Communication,NFC)來幫助使用者辨識藥物和得知藥物資訊,進而達到行動式的隨身看護。

    Telemedicine is not a new concept and traditional telemedicine in a great drawback on the mobility. In recent years, due to the popularization of smart phones, another form of telemedicine arises, which is called “Mobile Health, mHealth”.
    This paper developed a set of application by the phone’s resources, used in mountain sickness under the system architecture of mHealth; and provided a self-assessment scale of Acute Mountain Sickness, High Altitude Cerebral Edema, and High Altitude Pulmonary Edema, which is based on the Lake Louise Consensus.
    In the consideration of the alpine environment, network communication, a Support Vector Machine to predict user’s status in offline mode was supported and so was Near Field Communication to check the drug information to achieve the purpose of ubiquitous care.

    摘要 i Abstract ii 致謝 iii 目錄 iv 附圖目錄 vii 附表目錄 viii 第1章 緒論 1 1.1 研究背景 1 1.2研究動機與目的 2 1-3研究流程和架構 3 1-4論文架構研究流程和架構 4 第2章 文獻探討 5 2.1 Android 5 2.2遠距醫療 7 2.3 高山症 11 2.4 支援向量機 13 2.5 NFC近場通訊 16 2.6 ISO/IEC 18092 NFCIP-1 19 第3章 行動遠距醫療系統 21 3.1系統架構 21 3.2 SVM System 22 3.3 Application 24 3-4 Gait Detection & 感應器 25 3-5 NFC Prescription 28 第4章 系統實現 33 4.1 系統開發工具 33 4.1.1 LibSVM 33 4.1.2 Eclipse 34 4.2 系統實作 34 4.2.1使用者案例 34 4.2.2系統使用循序圖 39 4.3 系統概念呈現 41 4.3.1 評量表設計 42 4.3.2 系統應用流程 43 第5章 結語與未來發展 50 5.1 結論 50 5.2 未來發展 51 參考文獻 53

    [1] 陸哲駒、陳恆順、鄭伯壎、賴金鑫 , 期遠距醫療的發展與落實 , 台灣醫學 2004 年 8 卷 6
    [2] 許懷文 , 登山前一定要知道的事, 木馬文化出版 : 遠足文化發行, 2011
    [3] 李根逸 ,支持向量機教學文件,1-9
    [4] 林宗勳 , Support Vector Machines簡介,1-13
    [5] Biano , Support Vector Machines , 1-5
    [6] NFC Forum, “NFC Data Exchange Format (NDEF 1.0)”, NFC Forum, 2006.7.24
    [7] NFC Forum, “NFC Interface and Protocol (NFCIP-1)”, ISO/IEC 18092、ECMA340, 2004
    [8] NFC Forum, “NFC Record Type Definition (RTD) 1.0”, “Text Record Type Definition (RTD-Text 1.0)”, “URI Record Type Definition (RTD-URI1.0)”
    [9] “Smart Poster Record Type Definition (SPR 1.1)”, NFC Forum, 2006.7.24

    [11] Dey, Anind K.,and Estrin, Deborah, ”Perspectives on Pervasive Health from Some of the Field’s Leading Researchers" , Pervasive Computing IEEE , April–June 2011,4-7
    [12] Dey, Anind K.,and Estrin, Deborah, ”Pervasive healthcare 2010: two perspectives”, Pervasive Computing IEEE , July–September 2011, 8-11
    [13] Marcus, A. , “Using NFC-Enable Mobile Phones for Public Health in Developing Countries”, IEEE , 24-24 Feb. 2009 , 30-35
    [14] Lahtela, A. , “RFID and NFC in healthcare : Safety of hospitals medication care” , IEEE , Jan. 30 2008-Feb. 1 2008 , 241 - 244
    Jara, A.J. , “Drug interaction checker based on IoT” , IEEE , Nov. 29 2010-Dec. 1 2010 , 1-8
    [15] Chih-Chung Chang, and Chih-Jen Lin, LIBSVM – A Library for Support Vector Machines , http://www.csie.ntu.edu.tw/~cjlin/libsvm/
    [16] 林弘德 , piaip’s Using [lib] SVM Tutorial piaip的[lib] SVM 簡易入門 , http://ntu.csie.org/~piaip/svm/svm_tutorial.html
    [17] NFC Forum - Home, “About NFC” , http://www.nfc-forum.org/home
    [18] 超短距離無線通訊NFC論壇的標準化動向, http://blog.udn.com/t8830209/4260953
    [19]黃子儀 , 我國遠距醫療可行性http://web2.tmu.edu.tw/b507090058/homework3.htm
    [20]高山症的預防與處理 , http://department.tpa.edu.tw/medical/new_page_8.htm

    無法下載圖示 This full text is not authorized to be published.
    QR CODE