課程名稱 |
疾病篩檢統計 Statistics in Disease Screening |
開課學期 |
112-2 |
授課對象 |
遠距教學課程 台灣大學遠距教學課程 |
授課教師 |
陳秀熙 |
課號 |
EPM7189 |
課程識別碼 |
849 M0840 |
班次 |
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學分 |
2.0 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期一8,9(15:30~17:20) |
上課地點 |
公衛101 |
備註 |
本課程中文授課,使用英文教科書。上課時間:16:00-18:00.非同步遠距教學。 總人數上限:45人 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
本課程主授疾病篩檢方法論與應用實務,以統計觀點切入,自研究設計著手探討篩檢計畫之評估方式,並討論篩檢敏感度、平均滯留期、篩檢偵測模式與疾病多階段模式於疾病篩檢之應用。 (The contents of the course put emphasis on both methodology and practice of disease screening based on statistical viewpoint. We begin with study design of evaluation of disease screening, and then impart how to build up temporal natural history model to estimate mean sojourn time and sensitivity both of which are responsible for evaluation of disease screening. We also make students understand the application of multi-state model to evaluation of disease screening.) |
課程目標 |
本課程旨於幫助學生了解疾病篩檢在公共衛生和醫學領域中重要性及其應用。課程中包含各疾病實例如: 癌症及COVID-19等應用,使學生可以透過非同步線上課程反覆學習消化課程內容。
The goal of this course is to help students comprehend the importance and applications of disease screening in public health and medicine. Screening for cancers and infectious diseases like COVID-19 would be covered through this non-synchronize online course that renders students feasible for the repeated excursions of the course to digest the contents. |
課程要求 |
Basic epidemiology, Basic statistics |
預期每週課後學習時數 |
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Office Hours |
另約時間 備註: 有任何課程問題或加選問題,請來信詢問助教(楊長融,r11849034@ntu.edu.tw或jeff88.ynag@gmail.com) |
指定閱讀 |
待補 |
參考書目 |
Chiu HM, Chen HH, editors. Colorectal Cancer Screening: Theory and Practical Application. Springer Nature; 2020 Nov 20
Breslow NE, Day NE. Statistical Methods in Cancer Research Volume II: The Design and Analysis of Cohort Studies. IARC Scientific Publication No. 82; 1986.
Breslow NE, Day NE. Statistical Methods in Cancer Research Volume I-The Analysis of Case-control Studies. IARC Scientific Publication No. 32; 1980. |
評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
線上課程參與及評量 |
40% |
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2. |
期中測驗(實體) |
30% |
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3. |
期末測驗(實體) |
30% |
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週次 |
日期 |
單元主題 |
第1週 |
2/19 |
Introduction to Disease Screening |
第2週 |
2/26 |
Introduction to Theory and Practice of Health Checkup |
第3週 |
3/04 |
Indicators for Evaluation of Screening Program |
第4週 |
3/11 |
Experimental Design of Disease Screening |
第5週 |
3/18 |
Breast Cancer Screening Evolution |
第6週 |
3/25 |
Natural History in Disease Progression (I) |
第7週 |
4/01 |
Natural History in Disease Progression (II) |
第8週 |
4/08 |
Midterm Exam (In person) |
第9週 |
4/15 |
Evaluation of population-based screening program (I) |
第10週 |
4/22 |
Evaluation of population-based screening program (II) |
第11週 |
4/29 |
Meta-analysis of Breast Cancer |
第12週 |
5/06 |
Performance indicator of Disease Screening |
第13週 |
5/13 |
Evidence-based Medicine in Disease Screening (I) |
第14週 |
5/20 |
Evidence-based Medicine in Disease Screening (II) |
第15週 |
5/27 |
Screening for Pulmonary Tuberculosis |
第16週 |
6/3 |
Final exam (In person) |