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
Author :
Neumann, Marion ; Breton, E. ; Cuvillon, Loic ; Pan, L. ; Lorenz, C.H. ; de Mathelin, Michel
Author_Institution :
Lab. des Sci. de l´Image, de l´Inf. et de la Teledetection, Strasbourg, France
fDate :
Aug. 28 2012-Sept. 1 2012
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°.
Keywords :
biomedical MRI; biomedical equipment; medical image processing; object detection; MR image plane alignment; acquisition time; automatic image plane alignment; clinical real-time MR image; image-based algorithms; image-based tracking workflow; interventional MRI; low flip angle projection images; mean orientation error; mean position error; object detection; oblique orthogonal image plane; passive marker; real-time MR image; resonant microcoil fiducials; single dedicated acquisition; test device axis; test-device tracking precision; Biomedical optical imaging; Coils; Image segmentation; Magnetic resonance imaging; Optical imaging; Real-time systems; Calibration; Magnetic Resonance Imaging; Time Factors;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346123