METHOD FOR SEGMENTATION OF AN MRI IMAGE OF A TISSUE IN PRESENCE OF PARTIAL VOLUME EFFECTS AND COMPUTER PROGRAM IMPLEMENTING THE METHOD

Patent №

US 8,315,451

Granted

2012-11-20

Filed 2009

Owner

SIEMENS SCHWEIZ AKTIENGESELLSCHAFT

+2 more

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12486077

A method and computer program for segmentation of an MRI image of tissue in presence of partial volume effects, include storing the MRI image in K-space representation as raw dataset, reconstructing N images, each represented by N sets of voxels and N sets of light intensity values, dividing each voxel into a fixed number of subvoxels equal in size, assigning the light intensity value of the voxel to its subvoxels, classifying each subvoxel according to light intensity value, identifying a totality of subvoxels classified with equal probability for a totality of tissue types, labeling the subvoxels as partial volume subvoxels, shifting N−1 images starting with the second image by one subvoxel relatively to the preceding image and gene-rating a new set of overlay subvoxels, determining a new set of probability values for the new set of overlay subvoxels and creating an overlay image of the new set of overlaid subvoxels.

AI classification

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

Ownership

SIEMENS SCHWEIZ AKTIENGESELLSCHAFT

assignment · 285850100

SIEMENS AKTIENGESELLSCHAFT

assignment · 316870553

UNIVERSITE DE LAUSANNE

assignment · 316870553

Assignors

KRUEGER, GUNNAR, MORTAMET, BENEDICTE

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

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