NCHU Course Outline
Course Name (中) 醫療數據應用實務(3339)
(Eng.) Medical Data and Clinical Appliances
Offering Dept Department of Applied Mathematics
Course Type Elective Credits 3 Teacher CHE, YI-HSIN ect.
Department Department of Applied Mathematics / Undergraduate Language Chinese 英文/EMI Semester 2025-SPRING
Course Description 醫療目前已經從之前的單打獨鬥轉型為一團體戰,如何在現有的人力物力上做智慧醫療是目前醫學的目標,傳統的數據分析已經無法滿足現有的需求,學生必需要更了解醫院的生態才能夠更有效處理醫療數據,本課程針對醫院端收集數據,再從統計端分析數據,最後端如何落地應用做一深入淺出的介紹同時也給同學親自演算的體驗,此外醫療基本知識在本課程也有簡單介紹。
Prerequisites
self-directed learning in the course Y
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
建構學生醫療數據的認知與統計臨床運用與解讀
3.Professional Knowledge in Statistical Analysis
5.Professional Knowledge in Computer Science
7.Mathematical and Statistical software skills
40
40
20
Lecturing
Written Presentation
Attendance
Oral Presentation
Assignment
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 統計圖表的認識
Week 2 參數的估計
Week 3 統計檢定
Week 4 統計推論的解讀
Week 5 相關醫療應用統計
Week 6 醫院生態與數據收集方法(一)
Week 7 醫院生態與數據收集方法(二)
Week 8 醫療基礎統計分析與流行病學(一)
Week 9 醫療基礎統計分析與流行病學(二)
Week 10 常見的內科疾病介紹與治療預防(一)(二)
Week 11 大數據戰略4.0 – 資源整合、平台建置、創意思維、創新業態
Week 12 常用指標與應用情境、常用圖表製作發掘高峰之議題
Week 13 商業分析案例說明 - 培養學生創意思考、解決問題
Week 14 進階商學分析案例 – 商業模式建立
Week 15 大數據與智慧醫療資料平台分析
Week 16 期末報告
Week 17 自主學習
Week 18 自主學習
Evaluation
出席率、期中考、期末報告、作業
Textbook & other References
授課教師提供
Teaching Aids & Teacher's Website
授課教師提供
Office Hours
By appointment
Sustainable Development Goals, SDGs(Link URL)
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Update Date, year/month/day:2025/02/03 09:59:32 Printed Date, year/month/day:2025 / 5 / 10
The second-hand book website:http://www.myub.com.tw/