An NLP Framework for the Extraction of Concept Measurements from Radiology and Pathology Notes.

Annie Bowles, Cris Perez,Anil Vachani, Jennifer Steltz,Brent Rose,Alex K Bryant, Hannah Eyre,Scott L DuVall,Julie A Lynch,Patrick R Alba

Studies in health technology and informatics(2024)

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摘要
Natural language processing (NLP) tools can automate the identification of cancer patients eligible for specific pathways. We developed and validated a cancer agnostic, rules-based NLP framework to extract the dimensions and measurements of several concepts from pathology and radiology reports. This framework was then efficiently and cost-effectively deployed to identify patients eligible for breast, lung, and prostate cancers clinical pathways.
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