University of Colorado System
Clinical Data Models and Data Quality Assessments
University of Colorado System

Clinical Data Models and Data Quality Assessments

This course is part of Clinical Data Science Specialization

Taught in English

Some content may not be translated

Laura K. Wiley, PhD
Michael G. Kahn, MD, PhD

Instructors: Laura K. Wiley, PhD

7,295 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.2

(60 reviews)

Intermediate level
Some related experience required
17 hours (approximately)
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.2

(60 reviews)

Intermediate level
Some related experience required
17 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

Build your subject-matter expertise

This course is part of the Clinical Data Science Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 5 modules in this course

This week describes clinical data models and explains the need for and use of common data models in national and international data networks. We will also cover the features of Entity-Relationship Diagrams (ERDs) to describe the key technical features of data models.

What's included

9 videos5 readings1 quiz

We take a deep dive into the technical features of clinical data models using MIMIC3 as our example and research common data models using OMOP as our example.

What's included

6 videos1 reading1 quiz

This module teaches learners about the processes and challenges with extracting, transforming and loading (ETL) data with real-world examples in data and terminology mapping.

What's included

6 videos1 reading1 quiz

We explore the dimensions of data quality by reviewing its challenges, data quality measurements used to measure it, and data quality rules to assess its acceptability for use.

What's included

5 videos1 reading1 quiz

In this module, you gather everything you’ve learned to complete a real-world hands-on exercise using ETL methods to convert MIMIC3 data into the OMOP common data model.

What's included

6 videos1 reading1 peer review

Instructors

Instructor ratings
4.1 (8 ratings)
Laura K. Wiley, PhD
University of Colorado System
6 Courses26,856 learners
Michael G. Kahn, MD, PhD
University of Colorado System
2 Courses8,655 learners

Offered by

Recommended if you're interested in Data Analysis

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 60

4.2

60 reviews

  • 5 stars

    51.66%

  • 4 stars

    26.66%

  • 3 stars

    11.66%

  • 2 stars

    5%

  • 1 star

    5%

JJ
5

Reviewed on Sep 13, 2019

FG
4

Reviewed on Dec 12, 2019

MK
5

Reviewed on Nov 4, 2019

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions