Patent · US Active

System for predicting computed tomography data from surface data

US10475538B2 · kind B2 · utility

2Cited by

0References

20Claims

0Family size

Assignee

Siemens Healthcare Limited · DE

Inventors

Yifan Wu · Nanjing, CN
Vivek Singh · Monmouth Junction, US
Kai Ma · Plainsboro, US
Terrence Chen · Princeton, US
Birgi Tamersoy · Erlangen, DE
Jiangping Wang · Novi, US
Andreas Krauss · Lörrach, DE

Key dates

Filing date	Jan 11, 2018
Grant date	Nov 12, 2019
Priority date	—
Expiry date	Jun 16, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06T2207/30061
WIPO fieldMedical technology
WIPO sectorInstruments

Abstract

A system and method includes operation of a generation network to generate first generated computed tomography data based on a first instance of surface data, determination of a generation loss based on the first generated computed tomography data and on a first instance of computed tomography data which corresponds to the first instance of surface data, operation of a discriminator network to discriminate between the first generated computed tomography data and the first instance of computed tomography data, determination of a discriminator loss based on the discrimination between the first generated computed tomography data and the first instance of computed tomography data, determination of discriminator gradients of the discriminator network based on the discriminator loss, and updating of weights of the generation network based on the generation loss and the discriminator gradients.

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