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It's Your Data, Master It.
Clinical NLP Pipeline Development with Apache Ctakes
Overview
Skills Needed
Learn to build effective clinical NLP pipelines with Apache Ctakes. Explore pipeline architectures, performance tuning, and deployment strategies with Ctakes.
Basic knowledge of natural language processing concepts
Understanding of pipeline architectures
Outline
Introduction to Clinical NLP Pipelines
Architectural Patterns for NLP Pipelines
Component Selection and Configuration
Performance Optimization Techniques
Handling Biomedical Text Variability
Distributed NLP Pipelines
Real-time Text Processing
Error Handling and Fault Tolerance
Deployment Strategies for NLP Systems
Best Practices for Clinical NLP Pipeline Development with Ctakes
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