Oracle international corporation (20250094710). CDA ENTITY DETECTION AND RESOLUTION PIPELINE

CDA ENTITY DETECTION AND RESOLUTION PIPELINE

Organization Name

oracle international corporation

Inventor(s)

Yuanxu Wu of Sunnyvale CA US

CDA ENTITY DETECTION AND RESOLUTION PIPELINE

This abstract first appeared for US patent application 20250094710 titled 'CDA ENTITY DETECTION AND RESOLUTION PIPELINE

Original Abstract Submitted

the techniques described herein provide a novel clinical digital assistant (cda) processing pipeline enabling medical entity detection and resolution that works against various ehrs and with different ontologies (e.g., medical coding systems). in some embodiments, the processing pipeline may involve two machine-learning models that can perform named entity recognition on the natural language utterance to identify medical entities that are associated with different medical entity types, and link the medical entities to medical codes of standard medical coding systems. a fhir-compliance data structure may be generated using the identified medical codes, their associated medical coding systems, the identified medical entities, and their associated medical entity types.