Title :
Random-grid stereology applied to MR head scans
Author :
Lee, Kian K. ; Rajapakse, Jagath C.
Author_Institution :
Sch. of Appl. Eng., Nanyang Technol. Univ., Singapore
Abstract :
Fixed-grid 3D stereology uses a randomly placed 3D parallelepiped grid for sampling image space to generate test points. Though this is an efficient technique, the use of the fixed-grid introduces errors in the final estimate. Random-grid 3D stereology was introduced to improve the accuracy while maintaining a high efficiency (J.C. Rajapakse and K.K. Lee, 1998). The authors apply random-grid 3D stereology for volumetry of human brain and ventricles in MR head scans. They demonstrate superior efficiency and accuracy of random-grid stereology compared to fixed-grid stereology when applied to MR head scans. Also, the effects of grid sizes and the optimal directions of sectioning on volume estimates of the brain and ventricles are investigated
Keywords :
biomedical MRI; brain; medical image processing; random processes; stereo image processing; MR head scans; fixed-grid stereology; grid sizes; human brain; image space sampling; optimal directions; random-grid stereology; randomly placed 3D parallelepiped grid; sectioning; test points; ventricles; volume estimates; Fatigue; Humans; Image segmentation; Magnetic heads; Mesh generation; Neoplasms; Sampling methods; Space technology; System testing; Volume measurement;
Conference_Titel :
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-5871-6
DOI :
10.1109/ICONIP.1999.844659