Assessment of Multiple Sclerosis Lesions with Spherical Harmonics: Comparison of MR Imaging and Pathologic Findings
- 1 June 2005
- journal article
- research article
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 235 (3) , 1036-1044
- https://doi.org/10.1148/radiol.2353032071
Abstract
Spherical harmonics (SH) were used to approximate the volume and three-dimensional geometry of multiple sclerosis (MS) lesions in deceased patients. The institutional ethical committee does not require its approval for studies involving pathologic specimens. Pathologic findings were used as the reference standard. In addition, lesion volume was measured with cylindrical approximation (CA). Volumetric comparisons of biases were based on summary statistics, Spearman correlation, Wilcoxon test, and two-way analysis of variance. Shape comparison metrics included mean distance and Dice similarity coefficient (DSC). Eight of 11 lesions had smaller biases with SH method (P < .001). Median biases with SH and CA did not differ significantly, as compared with pathologic findings (r = 1.00 vs 0.99, respectively). Variances of the biases were significantly smaller for SH (P = .04). Ranges of normalized distance and DSC were 0.1%–2.5% and 75%–96%, respectively. Mean DSC was significantly higher than 70% (P < .001). SH...Keywords
This publication has 28 references indexed in Scilit:
- Three‐dimensional analysis of the geometry of individual multiple sclerosis lesions: Detection of shape changes over time using spherical harmonicsJournal of Magnetic Resonance Imaging, 2003
- 3-D surface reconstruction of multiple sclerosis lesions using spherical harmonicsMagnetic Resonance in Medicine, 2001
- Conformal surface parameterization for texture mappingIEEE Transactions on Visualization and Computer Graphics, 2000
- Diagnosis and Staging of Ovarian Cancer: Comparative Values of Doppler and Conventional US, CT, and MR Imaging Correlated with Surgery and Histopathologic Analysis—Report of the Radiology Diagnostic Oncology GroupRadiology, 1999
- On the Laplace-Beltrami operator and brain surface flatteningIEEE Transactions on Medical Imaging, 1999
- Parametrization of Closed Surfaces for 3-D Shape DescriptionComputer Vision and Image Understanding, 1995
- Morphometric analysis of white matter lesions in MR images: method and validationIEEE Transactions on Medical Imaging, 1994
- Magnetic Resonance Imaging and Other Techniques in the Diagnosis of Multiple SclerosisArchives of Neurology, 1985
- Clinical features of multiple sclerosis in north-east ScotlandActa Neurologica Scandinavica, 1979
- A New Method of Interpolation and Smooth Curve Fitting Based on Local ProceduresJournal of the ACM, 1970