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It's Your Data, Master It.
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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