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Awesome GitHub RepositoriesClinical Information Extraction

Frameworks for transforming unstructured clinical notes into structured data.

Distinguishing note: Focuses on the domain-specific extraction of clinical entities.

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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
Identifies clinical entities and relationships within unstructured medical notes for healthcare analysis.
Pythongeminigemini-aigemini-api
33,310View on GitHub