Texture analysis using T1-weighted images for muscles in Charcot-Marie-Tooth disease patients and volunteers
Objectives To explore whether texture features using T1-weighted images correlate with fat fraction, and whether they differ between Charcot-Marie-Tooth (CMT) disease patients and volunteers. Methods The institutional review board approved this retrospective study, and the requirement for informed c...
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Veröffentlicht in: | European radiology 2021-05, Vol.31 (5), p.3508-3517 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Objectives
To explore whether texture features using T1-weighted images correlate with fat fraction, and whether they differ between Charcot-Marie-Tooth (CMT) disease patients and volunteers.
Methods
The institutional review board approved this retrospective study, and the requirement for informed consent was waived; data of eighteen CMT patients and eighteen healthy volunteers from a previous study was used. Texture features of the muscles including mean, standard deviation (SD), skewness, kurtosis, and entropy of the signal intensity were derived from T1-weighted images. Spearman’s correlation analysis was used to assess the relationship between texture features and fat fraction measured by 3D multiple gradient echo Dixon-based sequence. Mann-Whitney
U
test was used to compare the texture features between CMT patients and volunteers. Intraobserver and interobserver agreements for the texture features were assessed using the intraclass correlation coefficient.
Results
The SD (
ρ
= 0.256,
p
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ISSN: | 0938-7994 1432-1084 |
DOI: | 10.1007/s00330-020-07435-y |