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Introduction to Apache Ctakes

Overview

Skills Needed

Get started with Apache Ctakes for natural language processing. Explore clinical text analysis, named entity recognition, and other NLP tasks with Ctakes.

  • Basic knowledge of natural language processing concepts

Outline

  • Introduction to Apache Ctakes
  • Setting Up Ctakes Environment
  • Clinical Text Preprocessing
  • Named Entity Recognition (NER)
  • Relation Extraction
  • Temporal Information Extraction
  • Semantic Role Labeling (SRL)
  • Negation and Uncertainty Detection
  • UMLS Terminology Integration
  • Best Practices for Ctakes Development
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