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It's Your Data, Master It.
Biomedical Text Mining with Apache Ctakes
Overview
Skills Needed
Learn to mine valuable insights from biomedical text data with Apache Ctakes. Explore entity linking, knowledge extraction, and semantic analysis techniques with Ctakes.
Basic knowledge of natural language processing concepts
Familiarity with biomedical terminology
Outline
Introduction to Biomedical Text Mining
Biomedical Text Preprocessing
Entity Linking and Disambiguation
Knowledge Extraction from Text
Concept Mapping and Ontology Integration
Biomedical Information Retrieval
Text Summarization Techniques
Domain-specific NLP Resources
Biomedical Knowledge Graph Construction
Case Studies in Biomedical Text Mining with Ctakes
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