健康資料分析與應用
Analysis and application of healthcare databases
學期
107-2
學分
2
學分
當期課號
B257
永久課號
B1233
開課單位
藥理學研究所
授課教師
林振慶、東雅惠
校區
陽明
類別
選修
上課時間表
| 節 | 週二 |
|---|---|
5 13:20–14:10 | 健康資料分析與應用 YL401 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | 1. Course overview 2. Introduction to pharmacoepidemiology healthcare databases |
| 第 2 週 | Identification of medication use records from healthcare databases |
| 第 3 週 | Identification of disease diagnosis records from healthcare databases |
| 第 4 週 | Introduction to common study designs of observational studies |
| 第 5 週 | Protocol writing |
| 第 6 週 | Student report I: research questions & PICOs |
| 第 7 週 | SAS programming 1 |
| 第 8 週 | SAS programming 2 |
| 第 9 週 | SAS programming 3 |
| 第 10 週 | SAS programming 4 |
| 第 11 週 | SAS programming 5 |
| 第 12 週 | Special topic 1: array and macro skills Invited talk 1 |
| 第 13 週 | Special topic 2: comorbidity measuresInvited talk 2 |
| 第 14 週 | Invited talk 1: An overview of patient-reported outcomes measurement (臺北醫學大學藥學系戈鈺副教授)Special topic 1: array and macro skills |
| 第 15 週 | Special topic 3: propensity scoresSpecial topic 2: comorbidity measures |
| 第 16 週 | Invited talk 2: introduction to machine learning and its application in biomedical researchSpecial topic 3: propensity scores |
| 第 17 週 | Student report II: study proposal |
| 第 18 週 | Summary discussion |