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研究生: 何淮紳
Huai-Shen He
論文名稱: 利用馬可夫鏈建立的癌症轉移模型與健保政策影響之評估
Cancers metastasis modeling using Markov chain and the impact assessment of healthcare policies
指導教授: 王孔政
Kung-Jeng Wang
口試委員: 林希偉
Shi-Woei Lin
鄧乃嘉
Nai-Chia Teng
學位類別: 碩士
Master
系所名稱: 管理學院 - 工業管理系
Department of Industrial Management
論文出版年: 2013
畢業學年度: 101
語文別: 英文
論文頁數: 71
中文關鍵詞: 中央健保局國家癌症防治計畫馬可夫鏈
外文關鍵詞: National Health Insurance Bureau (NHIB), National cancer prevention plan, Markov chain
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本研究使用全民健康保險局研究數據資料庫,資料範圍涵蓋1995至2010年,包括台灣2千3百萬居民的住院和門診醫療紀錄。本研究調查癌症轉移的發病率,開發癌症轉移的馬可夫鏈模型,提供國家五年癌症防治計畫前、中、後癌症發病與轉移機率的分布。


This study uses the data from the Taiwan National Health Insurance (NHI) research database between 1995 and 2010. NHI is a national database containing inpatient and outpatient medical benefit claims for Taiwan's 23 million residents. This study uses NHI to investigate the incidence of cancers metastasis. We develop a Markov chain model for 36 major cancers and their metastasis behavior, which offers a probabilistic description of the time-history of the diseases as it unfolds through the metastatic cascade.

摘要 I ABSTRACT II CONTENT III TABLE LIST V FIGURE LIST VII CHAPTER 1 INTRODUCTION 1 CHAPTER 2 RELATED WORK 3 2.1 NATIONAL HEALTH INSURANCE RESEARCH DATABASE 3 2.2 CANCER LITERATURE 9 2.3 MODELING BY MARKOV CHAIN 10 2.3.1 Recent Markov chain literature related to our research 10 2.3.2 Markov chain model 11 2.3.3 The State Vectors and Definition of the Steady-state 11 2.4 NATIONAL FIVE-YEAR CANCER PREVENTION PROGRAM IN TAIWAN 13 CHAPTER 3 MODELING 15 3.1 THE PRE-PROCESSING OF BNHI DATABASE 15 3.2 DATA DESCRIPTION 16 3.3 CANCER METASTASIS TRANSITION MATRIX 18 CHAPTER 4 RESULT AND DISCUSSION 27 CHAPTER 5 CONCLUSION AND FUTURE RESEARCH 39 REFERENCE 41 APPENDIX 1. TRANSITION MATRIX 43

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無法下載圖示 全文公開日期 2018/07/30 (校內網路)
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全文公開日期 2018/07/30 (國家圖書館:臺灣博碩士論文系統)
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