Automated Medical AI Training Data Generation Patent US12603176B2

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Automated generation of medical training data for training AI-algorithms for supporting clinical reporting and documentation

Grant US12603176B2 Kind: B2 Apr 14, 2026

Assignee

SMART REPORTING GMBH

Inventors

Wieland Sommer, Sigrid Auweter

Abstract

A computer-implemented method, computer-system and computer-program product for generating medical training data for training artificial-intelligence (AI) algorithms for supporting clinical reporting and documentation are described. To generate the training data medical image data of a patient comprising medical image data elements are received and a medical findings report is generated, edited and/or received that summarizes individual medical findings. It comprises machine-readable findings-report elements the contents of which comprise semantic features. The contents of the findings report elements are automatically assigned to unique identifiers, wherein each identifier uniquely represents the medical semantic content of exactly one individual medical finding. The medical image data are annotated by linking one or more medical image data elements to the unique identifiers of one or more contents of the findings-report elements, and the annotated received medical image data are stored as training data for AI algorithms for supporting clinical reporting and documentation.

CPC Classifications

G16H 15/00 G16H 30/40 G16H 50/70 G16H 10/60 G16H 30/00

Filing Date

2020-08-14

Application No.

18021151

Claims

20

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