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Assessment of Multiple Sclerosis Lesions with Spherical Harmonics: Comparison of MR Imaging and Pathologic Findings
- Source :
- Radiology. 235:1036-1044
- Publication Year :
- 2005
- Publisher :
- Radiological Society of North America (RSNA), 2005.
-
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 method provided unbiased lesion volume and added geometric information that may enable a better understanding of the pathogenesis and lesion evolution over time.
- Subjects :
- Pathology
medicine.medical_specialty
Multiple Sclerosis
Wilcoxon signed-rank test
business.industry
Multiple sclerosis
Brain
Spherical harmonics
medicine.disease
Spearman's rank correlation coefficient
Mr imaging
Article
Lesion
Imaging, Three-Dimensional
Similarity (network science)
Cadaver
medicine
Humans
Radiology, Nuclear Medicine and imaging
Analysis of variance
medicine.symptom
Nuclear medicine
business
Mathematics
Subjects
Details
- ISSN :
- 15271315 and 00338419
- Volume :
- 235
- Database :
- OpenAIRE
- Journal :
- Radiology
- Accession number :
- edsair.doi.dedup.....0eaaa5545acfce434f7e55a3b11844e6
- Full Text :
- https://doi.org/10.1148/radiol.2353032071