METHOD OF COMPUTING A BOUNDARY

Patent №

US 11,610,316

Granted

2023-03-21

Filed 2020

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+1 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17088816

The disclosure relates to a method for determining a boundary about an area of interest in an image set. The includes obtaining the image set from an imaging modality and processing the image set in a convolutional neural network. The convolutional neural network is trained to perform the acts of predicting an inverse distance map for the actual boundary in the image set; and deriving the boundary from the inverse distance map. The disclosure also relates to a method of training a convolutional neural network for use in such a method, and a medical imaging arrangement.

Machine learningVisionAI hardwareG06T 7/12A61B 8/0883A61B 8/14G06N 3/045G06N 3/0455G06N 3/0464G06N 3/08G06N 3/09+18 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.90
Knowledge representation0.01
Planning0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 563160864

SIEMENS HEALTHCARE GMBH

assignment · 563160921

Assignors

EL-ZEHIRY, NOHA, AMER, KARIM, IDE, MICKAEL SONNI ALBERT IBRAHIM, JACOB, ATHIRA JANE, FUNKA-LEA, GARETH

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

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