This course introduces you to a framework for successful and ethical medical data mining. We will explore the variety of clinical data collected during the delivery of healthcare. You will learn to construct analysis-ready datasets and apply computational procedures to answer clinical questions. We will also explore issues of fairness and bias that may arise when we leverage healthcare data to make decisions about patient care.
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课程信息
您将学到的内容有
How to apply a framework for medical data mining
Ethical use of data in healthcare decisions
How to make use of data that may be inaccurate in systematic ways
What makes a good research question and how to construct a data mining workflow answer it
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授课大纲 - 您将从这门课程中学到什么
Asking and answering questions via clinical data mining
Data available from Healthcare systems
Representing time, and timing of events, for clinical data mining
Creating analysis ready datasets from patient timelines
审阅
- 5 stars70.76%
- 4 stars24.10%
- 3 stars3.58%
- 2 stars1.53%
来自INTRODUCTION TO CLINICAL DATA的热门评论
I like this course because duration that instrutors teach it isn't too lone it easy to understand. And you can gain more your skills.
Course was generally good -- final assessment questions were not always carefully worded nor proofread.
Great introduction to Clinical Data Characteristics
Very nice and accessible introduction to clinical data and the associated ethical considerations.
关于 AI in Healthcare 专项课程

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Is this activity accredited for Continuing Medical Education (CME)?
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