Patent · US Active

Validation of AI-based result data

US12412377B2 · kind B2 · utility

0Cited by

2References

21Claims

0Family size

Assignee

Siemens Healthineers AG · DE

Inventors

Andreas Fieselmann · Erlangen, DE
Christian HUEMMER · Lichtenfels, DE
Ramyar BINIAZAN · Nuremberg, DE
Ludwig Ritschl · Erlangen, DE

Key dates

Filing date	Aug 16, 2022
Grant date	Sep 9, 2025
Priority date	—
Expiry date	Jul 30, 2043

Classification

Technology area (CPC G)Physics
CPC primaryG06V10/765
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

In a method, comparison features are extracted from labeled reference image data. Features are also extracted from the image data. A statistical comparison of the comparison features with the features then takes place. On the basis of the statistical comparison and a quality criterion, the quality of the AI-based result data is determined. A method for correcting result data is additionally described. Furthermore, a method for AI-based acquisition of result data on the basis of measured examination data is described. Also described is a validation entity. An entity for correcting result data is additionally described. Furthermore, an entity for acquiring result data is described. Also described is a medical imaging entity.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.