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It's Your Data, Master It.
Advanced Clinical Text Analysis with Apache Ctakes
Overview
Skills Needed
Take your clinical text analysis skills to the next level with Apache Ctakes. Explore deep learning models, custom annotators, and advanced NLP techniques with Ctakes.
Intermediate knowledge of Apache Ctakes fundamentals
Proficiency in NLP algorithms
Outline
Advanced Text Preprocessing Techniques
Deep Learning Models in Ctakes
Custom Annotators Development
Text Classification and Clustering
Semantic Similarity Analysis
Entity Linking and Disambiguation
Knowledge Graph Construction
Multi-lingual NLP with Ctakes
Clinical Decision Support Systems
Case Studies in Advanced Ctakes Applications
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