课程信息
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可灵活调整截止日期

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中级

完成时间大约为13 小时

建议:4 weeks of study, 2-5 hours/week...

英语(English)

字幕:英语(English)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为13 小时

建议:4 weeks of study, 2-5 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 2 小时

Solving the Business Problems

8 个视频 (总计 61 分钟), 1 个阅读材料, 1 个测验
8 个视频
Module 1 Introduction3分钟
Provider Profiling10分钟
How to Make Fairer Comparisons Using Risk Adjustment6分钟
How Risk Adjustment is Performed8分钟
Patient Safety: Measuring Adverse Events7分钟
Super-Utilizers of Health Resources10分钟
Fraud Detection10分钟
1 个阅读材料
A Note From UC Davis10分钟
1 个练习
Module 1 Quiz30分钟
2
完成时间为 2 小时

Algorithms and "Groupers"

7 个视频 (总计 51 分钟), 1 个测验
7 个视频
Clinical Identification Algorithms (CIA)9分钟
HEDIS and AHRQ Quality Measures7分钟
Analytical Groupers6分钟
Open Source Groupers - Grouping Diagnoses and Procedures7分钟
Open Source Groupers - Comorbidity, Patient Risk, and Drugs8分钟
Commercial Groupers10分钟
1 个练习
Module 2 Quiz30分钟
3
完成时间为 3 小时

ETL (Extract, Transform, and Load)

6 个视频 (总计 49 分钟), 1 个测验
6 个视频
Analytical Processes and Planning10分钟
Data Mining and Predictive Modeling - Part 16分钟
Data Mining and Predictive Modeling - Part 26分钟
Extracting Data for Analysis10分钟
Transforming Data for Analytical Structures11分钟
1 个练习
Module 3 Quiz30分钟
4
完成时间为 5 小时

From Data to Knowledge

7 个视频 (总计 49 分钟), 1 个阅读材料, 2 个测验
7 个视频
Solving Analytical Problems with Risk Stratification8分钟
Risk Stratification: Variables, Groupers, Predictors8分钟
Risk Stratification: Model Creation/Evaluation and Deployment of Strata9分钟
Medicare Claims Data - Source and Documentation8分钟
Final Tips to Help Understand and Interpret Healthcare Data8分钟
Course Summary2分钟
1 个阅读材料
Welcome to Peer Review Assignments!10分钟
1 个练习
Module 4 Quiz30分钟

讲师

Avatar

Brian Paciotti

Healthcare Data Scientist
Research IT

关于 加州大学戴维斯分校

UC Davis, one of the nation’s top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. With four colleges and six professional schools, UC Davis and its students and alumni are known for their academic excellence, meaningful public service and profound international impact....

关于 Health Information Literacy for Data Analytics 专项课程

This Specialization is intended for data and technology professionals with no previous healthcare experience who are seeking an industry change to work with healthcare data. Through four courses, you will identify the types, sources, and challenges of healthcare data along with methods for selecting and preparing data for analysis. You will examine the range of healthcare data sources and compare terminology, including administrative, clinical, insurance claims, patient-reported and external data. You will complete a series of hands-on assignments to model data and to evaluate questions of efficiency and effectiveness in healthcare. This Specialization will prepare you to be able to transform raw healthcare data into actionable information....
Health Information Literacy for Data Analytics

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