公开(公告)号：US20230335243A1

公开(公告)日：2023-10-19

申请号：US17659562

申请日：2022-04-18

申请人： GE Precision Healthcare LLC

发明人： Amitabh Mukherjee ,  M. S. Raghu Prasad

IPC分类号： G16H15/00

CPC分类号： G16H15/00

摘要： Techniques relating to a pipeline for intelligent text annotation of medical reports via artificial intelligence based Natural Language Processing workflows are provided. One or more embodiments described herein can regard a computer-implemented system comprising a memory that can store computer-executable components. The computer-implemented system can comprise a processor, operatively coupled to the memory, that executes the computer-executable components stored in the memory. The computer-executable components can comprise at least an artificial intelligence (AI) component that assigns relevant medical categories, comprising at least type and context categories, to cataloged data from one or more medical reports, by incorporating a Semi Automated Curation (SAC) workflow; an annotation component that generates AI based annotations for a cohort of medical reports of the one or more medical reports by incorporating an AI based Natural Language Processing (NLP) workflow; and a conversion component that converts, at least the AI based annotations, to standardized data formats.