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  1. NTU Theses and Dissertations Repository
  2. 電機資訊學院
  3. 生醫電子與資訊學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/58094
完整後設資料紀錄
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dc.contributor.advisor賴飛羆(Feipei Lai)
dc.contributor.authorCho-Han Wuen
dc.contributor.author吳卓翰zh_TW
dc.date.accessioned2021-06-16T08:05:51Z-
dc.date.available2024-06-20
dc.date.copyright2014-07-16
dc.date.issued2014
dc.date.submitted2014-06-24
dc.identifier.citation1. Wilson, M. E. (1995). Travel and the emergence of infectious diseases. Emerging infectious diseases, 1(2), 39. 2. WHO. Severe acute respiratory syndrome (SARS). Wkly Epidemiol. Rec. 78, 81–88 (2003). 3. Jelinek, T., Schulte, C., Behrens, R., Grobusch, M. P., Coulaud, J. P., Bisoffi, Z., Boecken, G., et al. (2002). Imported falciparum malaria in Europe: sentinel surveillance data from the European network on surveillance of imported infectious diseases. Clinical Infectious Diseases, 34(5), 572-576. 4. Leder, K., Black, J., O'Brien, D., Greenwood, Z., Kain, K. C., Schwartz, E., Torresi, J., et al. (2004). Malaria in travelers: a review of the GeoSentinel surveillance network. Clinical infectious diseases, 39(8), 1104-1112. 5. Ruan, S., Wang, W., & Levin, S. A. (2006). The effect of global travel on the spread of SARS. Mathematical Biosciences and Engineering, 3(1), 205. 6. Pavia, A. T. (2007). Germs on a plane: aircraft, international travel, and the global spread of disease. Journal of Infectious Diseases, 195(5), 621-622. 7. Anderson, R. M., & May, R. M. (1982). Directly transmitted infectious diseases: control by vaccination. Science, 215(4536), 1053-1060. 8. Chin, J. (2000). Control of communicable diseases manual. 9. Piyaphanee, W., Wattanagoon, Y., Silachamroon, U., Mansanguan, C., Wichianprasat, P., & Walker, E. (2009). Knowledge, attitudes, and practices among foreign backpackers toward malaria risk in southeast Asia. Journal of travel medicine, 16(2), 101-106. 10. Blodget, Henry. (2012). The future of Mobile. Retrived from http://www.businessinsider.com/the-future-of-mobile-deck-2012-3#-5 11. Global mobile statistics 2013 Section E: Mobile apps, app stores, pricing and failure rates. (2013). Retrived from http://mobithinking.com/mobile-marketing-tools/latest- mobile-stats/e#lotsofapps 12. Brownstein, J. S., Freifeld, C. C., & Madoff, L. C. (2009). Digital disease detection— harnessing the Web for public health surveillance. New England Journal of Medicine, 360(21), 2153-2157. 13. Ginsberg, J., Mohebbi, M. H., Patel, R. S., Brammer, L., Smolinski, M. S., & Brilliant, L. (2009). Detecting influenza epidemics using search engine query data. Nature, 457(7232), 1012-1014. 14. Jeannie Tey (2013). Use of social networking sites in surveillance of avian influenza A(H7N9) outbreak in 2013. 2nd International Conference on Digital Disease Detection. Retrived fromhttp://healthmap.org/ddd/ 15. Jost, C. C., Mariner, J. C., Roeder, P. L., Sawitri, E., & Macgregor-Skinner, G. J. (2007). Participatory epidemiology in disease surveillance and research. Revue scientifique et technique (International Office of Epizootics), 26(3), 537-549. 16. Patipat Susumpow (2013). Digital Personal Health Care in Thailand and Its Opportunity to Become New Participatory Surveillance Platform.2nd International Conference on Digital Disease Detection. Retrived from http://healthmap.org/ddd/schedule/#rf_ps 17. Freedman, D. O., Kozarsky, P. E., Weld, L. H., & Cetron, M. S. (1999). GeoSentinel: the global emerging infections sentinel network of the International Society of Travel Medicine. Journal of travel medicine, 6(2), 94-98.
18. Leder, K., Sundararajan, V., Weld, L., Pandey, P., Brown, G., & Torresi, J. (2003). Respiratory tract infections in travelers: a review of the GeoSentinel surveillance network. Clinical infectious diseases, 36(4), 399-406. 19. Wilson, M. E., Weld, L. H., Boggild, A., Keystone, J. S., Kain, K. C., von Sonnenburg, F., & Schwartz, E. (2007). Fever in returned travelers: results from the GeoSentinel Surveillance Network. Clinical infectious diseases, 44(12), 1560-1568. 20. Leder, K., Black, J., O'Brien, D., Greenwood, Z., Kain, K. C., Schwartz, E., ... & Torresi, J. (2004). Malaria in travelers: a review of the GeoSentinel surveillance network. Clinical infectious diseases, 39(8), 1104-1112. 21. Loonsk, J. W., McGarvey, S. R., Conn, L. A., & Johnson, J. (2006). The public health information network (PHIN) preparedness initiative. Journal of the American Medical Informatics Association, 13(1), 1-4. 22. Broome, C. V., Loonsk, J., & Centers for Disease Control and Prevention (CDC). (2004). Public health information network–Improving early detection by using a standards-based approach to connecting public health and clinical medicine. MMWR Morb Mortal Wkly Rep, 53, 199-202. 23. Baker, E. L., Friede, A., Moulton, A. D., & Ross, D. A. (1995). CDC's Information Network for Public Health Officials (INPHO): a framework for integrated public health information and practice. Journal of Public Health Management and Practice, 1(1), 43-47. 24. Bouhaddou, O., Warnekar, P., Parrish, F., Do, N., Mandel, J., Kilbourne, J., & Lincoln, M. J. (2008). Exchange of computable patient data between the Department of Veterans Affairs (VA) and the Department of Defense (DoD): terminology mediation strategy. Journal of the American Medical Informatics Association, 15(2), 174-183. 25. Lin, D. T., & Chiu, D. K. (2007, November). Alert Notification and Resource Allocation against Disease Outbreak using Web Services. In Innovations in Information Technology, 2007. IIT'07. 4th International Conference on (pp. 551- 555). IEEE. 26. PHIN Exchange Developer Guide. Retrieved from http://www.cdc.gov/phin/library/guides/PHIN_Exchange_Developer_Guide_v1_0. pdf 27. Traveler’s Health, Centers for Disease Control and Prevention. Retrived fromhttp://wwwnc.cdc.gov/travel 28. Foreign Travel Warning Classification Table. Retrieved from http://www.boca.gov.tw/lp.asp?ctNode=293&CtUnit=32&BaseDSD=13&mp=1 29. Introduction of Countries and Regions, Ministry of Foreign Affairs, Taiwan. Retrieved from http://www.mofa.gov.tw/regions/index/?opno=cecdc3f9-5642-4076- a902-f8276783163d 30. Travelers' Health, Centers of Disease Control and Prevention, U.S.A., Retrieves from http://wwwnc.cdc.gov/travel 31. Introduction of Commutable Diseases, Centers for Disease Control, Taiwan. Retrieved from http://www.cdc.gov.tw/disease.aspx?treeid=8d54c504e820735b&nowtreeid=dec84 a2f0c6fac5b 32. Disease Directory, Centers for Disease Control and Preventions, U.S.A. Retrieved form http://wwwnc.cdc.gov/travel/diseases 33. Digital Resources for Disease Detection, TELL ME projects. Retrieved fromhttp://tellmeproject.eu/sites/default/files/137730435-D2-6-Digital-Resources- for-Disease-Detection.pdf
34. Salathe, M., Freifeld, C. C., Mekaru, S. R., Tomasulo, A. F., & Brownstein, J. S. (2013). Influenza A (H7N9) and the importance of digital epidemiology. New England Journal of Medicine, 369(5), 401-404.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/58094-
dc.description.abstract本研究提出了一個以行動裝置為基礎的系統架構,可用來整合國際疾病資訊
以及加速疾病訊息交換的溝通。在近幾年來,智慧型手機已迅速地成長,而它也變
成了一個主要的資訊分享管道。對旅行者而言,在旅行中缺乏對防疫相關的知識有
可能導致性命的危害,甚至可能造成國際疾病流行。對於公共衛生的研究者而言,
使用非正式的疾病相關訊息也可以幫助監測疾病的發生和爆發。然而,目前還尚未
有一個可以提供旅行者目的地疾病相關訊息,同時又提供研究者分享非正式疾病
資訊的行動裝置系統。
我們的研究設計了一套資訊整合的系統。它包含了兩個部分,第一部分是一個
以行動裝置為基礎,用來呈現全球疾病資料和訊息的疾病資訊整合平台,另一個部
分是以網路服務為基礎的訊息交換系統。同時,我們也提供了一套正規並改編自
公共健康資訊網路的資料架構來幫助研究者和參與者可以更容易地使用正規格式
存取並交換疾病資訊。
在此研究中,我們設計了一個簡易且快速的疾病訊息交換系統,結合階層式訊
息傳遞機制以及排程方法來建立一套穩定且準確的資料交換系統。因此,我們也建
立了一個行動裝置應用程式來協助旅行者獲取疾病整合資料,提供不同需求的使
用者都可以利用此系統來更便利地交換訊息,進而提供更即時地監控疾病服務,並
且促進旅行者個人化的健康照護資訊。
zh_TW
dc.description.abstractIn the study, a scheme for mobile-based system is built to integrate international
disease information and to accelerate the communication time for exchanging disease
messages. In recent years, mobile devices have grown rapidly and they have become the
major way for information sharing. For travelers, lack of disease prevention knowledge
can be life threatening or can lead to a pandemic outbreak. For public health researchers,
the informal disease-related data can be useful to help detect disease outbreak. However,
there are no mobile applications that provide a platform for travelers to get the disease
information needed for a trip and a format for researchers to share informal disease
information at the same time.
Our study has designed a disease information integration system, which composed
of two components, a mobile-based disease information integration platform for
demonstrating global disease data and messages, and a web-service based system for
exchanging informal data. We also provide a formal schema with PHIN (Public Health
Information Network) to help researchers or participants to easily assess the disease
information and share their data in formal format.
In this study, we designed an easy and fast way to exchange disease information and
combine with the advantages of web service model, such as Cascading Alerting System
and Scheduling, to create a stable and accurate data exchange system. In addition, we also created an intuitive mobile application for travelers to get integrated disease information
and messages. With these designs, different types of users can exchange disease
information more easily in mobile devices and can also use these data to help monitor
disease information around the world and to promote travelers’ health.
en
dc.description.provenanceMade available in DSpace on 2021-06-16T08:05:51Z (GMT). No. of bitstreams: 1
ntu-103-R01945043-1.pdf: 1846654 bytes, checksum: b41aa8205876f8d8620abe077cbadf6e (MD5)
Previous issue date: 2014
en
dc.description.tableofcontents誌謝 .................................................................................................................................. ii
中文摘要 ......................................................................................................................... iii
ABSTRACT .................................................................................................................... iv
CONTENTS .................................................................................................................... vi
LIST OF FIGURES ......................................................................................................... ix
LIST OF TABLES ........................................................................................................... xi
Chapter 1 Introduction .............................................................................................. 1
1.1 International Diseases and Travel Medicine ................................................... 1
1.2 Mobile Devices and Data Processing ............................................................. 2
1.3 Digital Disease Detection ............................................................................... 3
1.4 Participatory Disease Surveillance ................................................................. 4
1.5 Aim of this Study ............................................................................................ 4
Chapter 2 Related Work ............................................................................................ 6
2.1 Digital Disease Detection (DDD) ................................................................... 6
2.2 Participatory Disease Surveillance ................................................................. 7
2.3 Disease Data Exchange System ...................................................................... 8
Chapter 3 System Design ......................................................................................... 10
3.1 Disease Data Integration and Sharing (DDIS) System ................................. 12
vii
3.1.1 System Overview ................................................................................ 12
3.1.2 Data Collection and Normalization ..................................................... 14
3.1.3 International Disease Information ....................................................... 15
3.1.4 Travel Decision Support Helper .......................................................... 16
3.1.5 Disease Prevention Information .......................................................... 19
3.1.6 Vaccine Suggestion and Planning ....................................................... 21
3.1.7 During Travel Helper .......................................................................... 22
3.1.8 Disease Message Sharing and Rating ................................................. 23
3.2 Disease Messages Exchange (DME) System ............................................... 25
3.2.1 Direct Alerting System ........................................................................ 26
3.2.2 Cascade Alerting System ..................................................................... 27
3.2.3 Scheduling ........................................................................................... 28
3.2.4 Web Service Data Structure ................................................................ 29
Chapter 4 Result ....................................................................................................... 33
4.1 For Travelers and Users ................................................................................ 33
4.2 For Participants ............................................................................................. 35
4.3 For Researchers ............................................................................................ 36
Chapter 5 Discussion................................................................................................ 41
5.1 International Disease Surveillance and Data Integration System ................. 41
viii
5.2 Benefits of Participatory Disease Surveillance and Digital Disease
Detection ....................................................................................................... 41
5.3 Limitation ..................................................................................................... 42
Chapter 6 Conclusion and Future Work................................................................ 44
REFERENCE .................................................................................................................. 45
dc.language.isoen
dc.title國際疫情監測之行動式資料整合系統zh_TW
dc.titleA Mobile Data Integration System for International
Disease Surveillance
en
dc.typeThesis
dc.date.schoolyear102-2
dc.description.degree碩士
dc.contributor.oralexamcommittee黃國晉(Kuo-Ching Huang),陳澤雄(Tse-Hsiung Chen),鍾玉芳(Yu-Fang Chung),陳啟煌(Chi-Huang Chen)
dc.subject.keyword旅遊醫學,數位疾病偵測,參與式疾病監控,行動裝置應用程式,公共衛生資訊網路資料交換格式,網路服務,zh_TW
dc.subject.keywordTravel Medicine,Digital Disease Detection,Participatory Disease Surveillance,Mobile Application,PHIN Exchange,Web Service,en
dc.relation.page47
dc.rights.note有償授權
dc.date.accepted2014-06-25
dc.contributor.author-college電機資訊學院zh_TW
dc.contributor.author-dept生醫電子與資訊學研究所zh_TW
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