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Can trace-weighted images be used to estimate diffusional kurtosis imaging-derived indices of non-Gaussian water diffusion in head and neck cancer?
- Source :
- AJNR Am J Neuroradiol
- Publication Year :
- 2019
-
Abstract
- The prediction of treatment response is important in planning and modifying the chemoradiation therapy regimen. This study aimed to explore the quantitative histogram indices for treatment-response prediction of nasopharyngeal carcinoma based on diffusional kurtosis imaging compared with a standard ADC value (ADCThirty-six patients with an initial diagnosis of locoregionally advanced nasopharyngeal carcinoma and diffusional kurtosis imaging acquisitions before and after neoadjuvant chemotherapy were enrolled. Patients were divided into respond-versus-nonrespond groups after neoadjuvant chemotherapy and residual-versus-nonresidual groups after radiation therapy. Histogram parameters of diffusional kurtosis imaging-derived parameters (ADC, ADC coefficient corrected by the non-Gaussain model [D], apparent kurtosis coefficient without a unit [K]) were calculated. The ADCMost of the parameters had good-to-excellent consistency (intraclass correlation coefficient = 0.675-0.998). The pre-ADCHistogram analysis of diffusional kurtosis imaging may potentially predict the neoadjuvant chemotherapy and short-term radiation therapy response in locoregionally advanced nasopharyngeal carcinoma, therefore providing evidence for modification of the treatment regimen.
- Subjects :
- Adult
Male
Trace (linear algebra)
Gaussian
Nasopharyngeal neoplasm
Radiation Tolerance
Sensitivity and Specificity
Statistics, Nonparametric
030218 nuclear medicine & medical imaging
03 medical and health sciences
symbols.namesake
0302 clinical medicine
Histogram
Image Interpretation, Computer-Assisted
Humans
Medicine
Radiology, Nuclear Medicine and imaging
Letters
Water diffusion
Statistical physics
Aged
Retrospective Studies
Nasopharyngeal Carcinoma
business.industry
Diffusional Kurtosis Imaging, Non-Gaussian Water Diffusion, Body MRI
Nasopharyngeal Neoplasms
Middle Aged
Diffusion Magnetic Resonance Imaging
ROC Curve
Drug Resistance, Neoplasm
symbols
Kurtosis
Female
Neurology (clinical)
business
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- AJNR Am J Neuroradiol
- Accession number :
- edsair.doi.dedup.....607241634d9caed542feb81e3a9e914c