Title :
An interface for validation of MR image segmentations
Author :
Velthuizen, R.P. ; Clarke, L.P.
Author_Institution :
Coll. of Med., Univ. of South Florida, Tampa, FL, USA
Abstract :
Validation of magnetic resonance image segmentations is an important but difficult problem. A graphical user interface for manual labeling of an MR image data set is described. Results obtained on a normal volunteer indicate that MR intensity distributions may be multi modal, contrary to implicit assumptions for many segmentation methods. Results obtained with a commercial segmentation work station on tumor volumes are consistent with the manual volumes, taking into account the operator dependency of the commercial system. The described GUI may provide the much needed ground truth for MR image segmentation
Keywords :
biomedical NMR; graphical user interfaces; image segmentation; medical image processing; MR image segmentations validation; MR intensity distributions; commercial segmentation work station; magnetic resonance imaging; manual volumes; medical diagnostic imaging; multimodal distribution; normal volunteer; operator dependency; tumor volumes; workstation interface; Biomedical imaging; Graphical user interfaces; Image segmentation; Imaging phantoms; Labeling; Magnetic resonance; Magnetic resonance imaging; Neoplasms; Pathology; Pixel; Reproducibility of results;
Conference_Titel :
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-2050-6
DOI :
10.1109/IEMBS.1994.411910