METHOD FOR SEGMENTING IMAGE DATA FOR DETECTING A LIVER

Patent №

US 8,090,180

Granted

2012-01-03

Filed 2008

Owner

SIEMENS AKTIENGESELLSCHAFT

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12213046

A method is disclosed for segmenting image data for detecting a liver of a subject under examination. In at least one embodiment, the method includes determining as rib pixels which represent a rib, determining pixels which delimit an area inside the rib cage, determining pixels which represent a pixel of the liver and determining a probability, for each pixel inside the rib cage, as to whether the pixel belongs to the liver or not, with the aid of a Random Walker method.

Machine learningVisionG06T 7/11G06T 7/143G06T 7/187G06V 10/457G06T 2207/10081G06T 2207/20156G06T 2207/30056G06V 2201/03

AI classification

Vision1.00
Machine learning1.00
Evolutionary computation0.17
Knowledge representation0.02
Natural language0.01
AI hardware0.01
Planning0.00
Speech0.00

Ownership

SIEMENS AKTIENGESELLSCHAFT

assignment · 214970151

Assignors

MAIER, FLORIAN, SOZA, GRZEGORZ, WIMMER, ANDREAS

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

From the same owner

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