Patent · US Active

Method for obtaining at least one feature of interest

US11341632B2 · kind B2 · utility

0Cited by

2References

22Claims

0Family size

Assignee

Siemens Healthcare Limited · DE

Inventors

Alexander MUEHLBERG · Nuremberg, DE
Rainer Kaergel · Forchheim, DE
Alexander KATZMANN · Furth, DE
Michael Suehling · Erlangen, DE

Key dates

Filing date	May 9, 2019
Grant date	May 24, 2022
Priority date	—
Expiry date	Aug 30, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06V2201/031
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method is for obtaining at least one feature of interest, especially a biomarker, from an input image acquired by a medical imaging device. The at least one feature of interest is the output of a respective node of a machine learning network, in particular a deep learning network. The machine learning network processes at least part of the input image as input data. The used machine learning network is trained by machine learning using at least one constraint for the output of at least one inner node of the machine learning network during the machine learning.

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