MEDICAL IMAGE ASSESSMENT WITH CLASSIFICATION UNCERTAINTY

Patent №

US 11,275,976

Granted

2022-03-15

Filed 2019

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+1 more

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16561246

Medical images may be classified by receiving a first medical image. The medical image may be applied to a machine learned classifier. The machine learned classifier may be trained on second medical images. A label of the medical image and a measure of uncertainty may be generated. The measure of uncertainty may be compared to a threshold. The first medical image and the label may be output when the measure of uncertainty is within the threshold.

Machine learningVisionKnowledge representationPlanningAI hardwareG06T 7/0012G06F 18/2155G06F 18/217G06F 18/2415G06F 18/2433G06V 10/764G06T 2207/10116G06T 2207/20081+3 more

AI classification

Vision1.00
Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.95
Natural language0.14
Evolutionary computation0.01
Speech0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 503270944

SIEMENS HEALTHCARE GMBH

assignment · 504800050

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