Introduction to Clinical Data (Coursera)

Introduction to Clinical Data (Coursera)
Course Auditing
Categories
Effort
Certification
Languages
Misc

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Introduction to Clinical Data (Coursera)
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.

Class Deals by MOOC List - Click here and see Coursera's Active Discounts, Deals, and Promo Codes.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

WHAT YOU WILL LEARN

- 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

Course 2 of 5 in the AI in Healthcare Specialization.


Syllabus


WEEK 1: Asking and answering questions via clinical data mining

WEEK 2: Data available from Healthcare systems

WEEK 3: Representing time, and timing of events, for clinical data mining

WEEK 4: Creating analysis ready datasets from patient timelines

WEEK 5: Handling unstructured healthcare data: text, images, signals

WEEK 6: Putting the pieces together: Electronic phenotyping

WEEK 7: Ethics

WEEK 8: Course Conclusion



0
No votes yet

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.