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
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.