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Awesome GitHub RepositoriesClinical Entity Recognition Toolkits

Specialized extraction suites for identifying and mapping medical terminology and relationships in healthcare documentation.

Distinguishing note: Focuses on domain-specific medical entity extraction rather than general-purpose natural language processing.

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google/langextract
google/langextract
33,310View on GitHub
Langextract is a framework designed to transform unstructured text into structured, machine-readable data using language model orchestration. It provides a high-performance pipeline that processes large volumes of narrative text by utilizing parallel execution and sequential extraction passes. The library is built to handle complex data extraction tasks, including specialized support for clinical information and medical entity relationship recognition. The project distinguishes itself through a plugin-based architecture that supports both local hardware execution and cloud-hosted model endpoi
A specialized extraction suite designed to identify and map complex medical terminology and relationships within healthcare documentation.
Pythongeminigemini-aigemini-api
33,310View on GitHub