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Clinical Data Science
Coursera
Specialization
Unknown

Clinical Data Science

University of Colorado System

Provides practical experience using electronic health records and informatics tools to analyze clinical data and improve patient care.

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About this Course

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

What You'll Learn

  • Understand data types and structures in electronic health records
  • Apply basic informatics methodologies on clinical data
  • Provide appropriate scientific interpretations of analyses
  • Anticipate barriers in implementing informatics tools clinically

Prerequisites

  • Basic familiarity with the topic and terminology
  • Readiness for practical exercises or case-based learning

Instructors

L

Laura K. Wiley, PhD

Associate Professor

M

Michael G. Kahn, MD, PhD

Professor of Clinical Informatics

Topics

Data Analysis
Data Science
Health Informatics
Health
Bioinformatics
Clinical Data Management
Clinical Informatics
Clinical Research
Data Ethics
Data Manipulation

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
المعلوماتية الصحية
الرعاية الصحية
المعلوماتية الحيوية
إدارة البيانات السريرية
المعلوماتية السريرية
البحث السريري
Data Ethics
Data Manipulation

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