System and method for determining optimal operating parameters for medical imaging

Patent №

US 10,074,037

Granted

2018-09-11

Filed 2016

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+1 more

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15172949

Systems and methods for determining optimized imaging parameters for imaging a patient include learning a model of a relationship between known imaging parameters and a quality measure, the known imaging parameters and the quality measure being determined from training data. Optimized imaging parameters are determined by optimizing the quality measure using the learned model. Images of the patient are acquired using the optimized imaging parameters.

Machine learningVisionG06N 20/00A61B 5/4585A61B 6/032A61B 6/037A61B 8/58G01R 33/543G06F 18/2193G06T 7/0014+2 more

AI classification

Vision1.00
Machine learning0.99
AI hardware0.44
Planning0.07
Knowledge representation0.06
Natural language0.01
Evolutionary computation0.01
Speech0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 417960357

SIEMENS HEALTHCARE GMBH

assignment · 422930852

Assignors

DESHPANDE, VIBHAS, KOLLASCH, PETER, LU, XIAOGUANG, SHARMA, PUNEET, WANG, DINGXIN

On an employer assignment, the assignors are typically the inventors.

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