课程信息
4.7
28 个评分
7 个审阅

第 1 门课程(共 6 门)

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

Some programming experience in any language.

完成时间大约为11 小时

建议:4 weeks of study, 1-3 hours/week...

英语(English)

字幕:英语(English)

您将学到的内容有

  • Check

    Describe how each type of clinical data are generated, specifically outlining who creates the data, when and why the data are generated.

  • Check

    Write SQL code to combine two or more tables using database joins.

  • Check

    Write R code to manipulate and tidy data including: selecting columns, filtering rows, and joining data sets.

  • Check

    Write markdown formatted text and combine with R code in RMarkdown documents.

第 1 门课程(共 6 门)

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

Some programming experience in any language.

完成时间大约为11 小时

建议:4 weeks of study, 1-3 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 1 小时

Welcome to the Clinical Data Science Specialization

Learn what clinical data science is all about and get access to the free technology environment hosted by Google Cloud!...
4 个视频 (总计 16 分钟), 5 个阅读材料, 2 个测验
4 个视频
Introduction to Clinical Data Science3分钟
Clinical Data Regulations5分钟
Introduction to the MIMIC-III Data Set4分钟
5 个阅读材料
Introduction to Specialization Instructors5分钟
Course Policies5分钟
Accessing Course Data and Technology Platform15分钟
Regulations and Health Privacy Resources10分钟
MIMIC-III Resources and References10分钟
2 个练习
Week 1 Practice Quiz12分钟
Week 1 Assessment16分钟
2
完成时间为 1 小时

Introduction: Clinical Data

Clinical data are complex. Walk through the four-W's of clinical data to understand where they come from and what they look like. ...
7 个视频 (总计 35 分钟), 2 个测验
7 个视频
Encounters4分钟
Billing Data5分钟
Laboratory Data7分钟
Medication Data7分钟
Clinical Observation Data1分钟
Demographics, Social and Family History2分钟
2 个练习
Week 2 Practice Quiz8分钟
Week 2 Assessment16分钟
3
完成时间为 3 小时

Tools: SQL

Develop basic skills in SQL (Structured Query Language) and query the real clinical data set used in the Clinical Data Science Specialization....
5 个视频 (总计 18 分钟), 6 个阅读材料, 2 个测验
5 个视频
Querying Tables with SQL2分钟
Joining Tables with SQL4分钟
Aggregating Data with SQL4分钟
Introduction to Google BigQuery3分钟
6 个阅读材料
Introduction and Learning Objectives for Programming Examples and Exercises5分钟
Guide to Google BigQuery Interface10分钟
Querying and Aggregating Individual Tables with Google BigQuery 45分钟
Querying and Joining Multiple Tables with Google BigQuery30分钟
Joining Tables with SQL15分钟
Note about the Assessment2分钟
2 个练习
Programming Exercises Practice Quiz24分钟
Week 3 Assessment20分钟
4
完成时间为 2 小时

Tools: R and the Tidyverse

Learn how to use the tidyverse to implement your Clinical Data Science Workflow in R. ...
2 个视频 (总计 6 分钟), 3 个阅读材料, 2 个测验
2 个视频
Introduction to RStudio3分钟
3 个阅读材料
Working with RMarkdown Documents10分钟
The Data Scientist's Workflow15分钟
Note about the Assessment2分钟
2 个练习
Programming Exercises Practice Quiz22分钟
Week 4 Assessment
4.7
7 个审阅Chevron Right

热门审阅

创建者 FMFeb 12th 2019

Easy to understand, very professional and studying material is clear and relevant. I definitely recommend this course to jump into the clinical and healthcare data science world.

创建者 SRMar 8th 2019

Great introduction to clinical data science covering a range of topics such as informatics, SQL, data science, R and the R Tidyverse.

讲师

Avatar

Laura K. Wiley, PhD

Assistant Professor
Division of Biomedical Informatics and Personalized Medicine, Anschutz Medical Campus

关于 科罗拉多大学系统

The University of Colorado is a recognized leader in higher education on the national and global stage. We collaborate to meet the diverse needs of our students and communities. We promote innovation, encourage discovery and support the extension of knowledge in ways unique to the state of Colorado and beyond....

关于 Clinical Data Science 专项课程

Are you interested in how to use data generated by doctors, nurses, and the healthcare system to improve the care of future patients? If so, you may be a future clinical data scientist! This specialization provides learners with hands on experience in use of electronic health records and informatics tools to perform clinical data science. This series of six courses is designed to augment learner’s existing skills in statistics and programming to provide examples of specific challenges, tools, and appropriate interpretations of clinical data. By completing this specialization you will know how to: 1) understand electronic health record data types and structures, 2) deploy basic informatics methodologies on clinical data, 3) provide appropriate clinical and scientific interpretation of applied analyses, and 4) anticipate barriers in implementing informatics tools into complex clinical settings. You will demonstrate your mastery of these skills by completing practical application projects using real clinical data. This specialization is supported by our industry partnership with Google Cloud. Thanks to this support, all learners will have access to a fully hosted online data science computational environment for free! Please note that you must have access to a Google account (i.e., gmail account) to access the clinical data and computational environment....
Clinical Data Science

常见问题

  • 注册以便获得证书后,您将有权访问所有视频、测验和编程作业(如果适用)。只有在您的班次开课之后,才可以提交和审阅同学互评作业。如果您选择在不购买的情况下浏览课程,可能无法访问某些作业。

  • 您注册课程后,将有权访问专项课程中的所有课程,并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中,您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容,可以免费旁听课程。

  • Unfortunately at this time we can only allow students who have access to Google services (e.g., a gmail account) to complete the specialization. This is because we give students access to real clinical data and our privacy protections only allow data sharing through the Google BigQuery environment.

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