Title
Evaluation of an image-based tracking workflow using a passive marker and resonant micro-coil fiducials for automatic image plane alignment in interventional MRI.
Abstract
In this paper, an original workflow is presented for MR image plane alignment based on tracking in real-time MR images. A test device consisting of two resonant micro-coils and a passive marker is proposed for detection using image-based algorithms. Micro-coils allow for automated initialization of the object detection in dedicated low flip angle projection images; then the passive marker is tracked in clinical real-time MR images, with alternation between two oblique orthogonal image planes along the test device axis; in case the passive marker is lost in real-time images, the workflow is reinitialized. The proposed workflow was designed to minimize dedicated acquisition time to a single dedicated acquisition in the ideal case (no reinitialization required). First experiments have shown promising results for test-device tracking precision, with a mean position error of 0.79 mm and a mean orientation error of 0.24°.
Year
DOI
Venue
2012
10.1109/EMBC.2012.6346123
EMBC
Keywords
Field
DocType
image-based tracking workflow,interventional mri,test-device tracking precision,image-based algorithms,real-time mr image,mean position error,resonant microcoil fiducials,clinical real-time mr image,biomedical equipment,biomedical mri,oblique orthogonal image plane,test device axis,object detection,mean orientation error,mr image plane alignment,low flip angle projection images,automatic image plane alignment,single dedicated acquisition,acquisition time,medical image processing,passive marker
Object detection,Computer vision,Fiducial marker,Computer science,Image plane,Image processing,Flip angle,Artificial intelligence,Initialization,Interventional magnetic resonance imaging,Workflow
Conference
Volume
ISSN
ISBN
2012
1557-170X
978-1-4577-1787-1
Citations 
PageRank 
References 
1
0.40
2
Authors
6
Name
Order
Citations
PageRank
M Neumann110.40
Breton, E.221.20
L Cuvillon310.40
L Pan410.40
C H Lorenz510.40
M de Mathelin610.40