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Clinical Natural Language Processing
Coursera
Course
Unknown

Clinical Natural Language Processing

University of Colorado System

Learn fundamentals of clinical natural language processing, including linguistic principles, regular expressions, and text data handling in R to extract information from clinical notes.

Unknown5 weeksEnglish

About this Course

This course teaches you the fundamentals of clinical natural language processing (NLP). In this course you will learn the basic linguistic principals underlying NLP, as well as how to write regular expressions and handle text data in R. You will also learn practical techniques for text processing to be able to extract information from clinical notes. Finally, you will have a chance to put your skills to the test with a real-world practical application where you develop text processing algorithm

What You'll Learn

  • Recognize complexity differences in text mining and NLP
  • Write basic regular expressions for common clinical text
  • Assess and select note sections for analytic questions
  • Write R code to search text windows for keywords and phrases

Instructors

L

Laura K. Wiley, PhD

Department of Biomedical Informatics

Topics

Clinical Documentation
Clinical Data Management
Text Mining
R Programming
Natural Language Processing
Unstructured Data
Google Cloud Platform
Clinical Informatics
Health Informatics
Data Processing

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

التوثيق السريري
إدارة البيانات السريرية
التنقيب في النصوص
برمجة R
معالجة اللغات الطبيعية
البيانات غير المهيكلة
منصة جوجل السحابية
المعلوماتية السريرية
Health Informatics
Data Processing

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