2016
DOI: 10.1148/radiol.2015151388
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White Matter Injuries in Mild Traumatic Brain Injury and Posttraumatic Migraines: Diffusion Entropy Analysis

Abstract: Purpose To determine the performance of Shannon entropy (SE) as a diagnostic tool in patients with mild traumatic brain injury (mTBI) with posttraumatic migraines (PTMs) and those without PTMs on the basis of analysis of fractional anisotropy (FA) maps. Materials and Methods The institutional review board approved this retrospective study, with waiver of informed consent. FA maps were obtained and neurocognitive testing was performed in 74 patients with mTBI (57 with PTM, 17 without PTM). FA maps were obtained… Show more

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Cited by 29 publications
(24 citation statements)
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“…Given the heterogeneous pathology of mTBI, measures of whole-brain FA variability at the subject-level are a promising approach to increasing sensitivity (Delic et al 2016) - particularly when traditional, voxel-wise FA analyses can be equivocal (Ilvesmäki et al 2014). To explore this concept further, we calculated the variance and mean of FA over the entire TBSS skeleton.…”
Section: Methodsmentioning
confidence: 99%
“…Given the heterogeneous pathology of mTBI, measures of whole-brain FA variability at the subject-level are a promising approach to increasing sensitivity (Delic et al 2016) - particularly when traditional, voxel-wise FA analyses can be equivocal (Ilvesmäki et al 2014). To explore this concept further, we calculated the variance and mean of FA over the entire TBSS skeleton.…”
Section: Methodsmentioning
confidence: 99%
“…The AUROC of the new scoring system without patient age, sex and CCI was compared with that of the multiplicative ICISS or the SWI by using an open-source package for R, ‘pROC’ 18. In the present study, the AUROC of the scoring model was interpreted as follows: AUROC >0.90 as outstanding discrimination, 0.80–0.89 as excellent discrimination, 0.70–0.79 as acceptable discrimination and 0.50–0.69 as poor or no discrimination 6 19 20. To evaluate the calibration of the new scoring system, we used the Hosmer-Lemeshow decile partition method.…”
Section: Methodsmentioning
confidence: 99%
“…7,16 These imaging techniques were shown to differentiate mTBI patients from controls, as well as distinguish mTBI patients with migraines from mTBI patients without migraine based on white matter injuries. 5 The imaging techniques seem to be able to detect white matter injury patterns that correlate with PTH. 7 The role of these white matter changes in the pathogenesis of PTH is less clear, however.…”
Section: Peripheral Originmentioning
confidence: 99%
“…It is estimated that the annual costs related to mTBI in the United States are close to US $17 billion. 5 Thankfully, between 80% and 90% of these patients evolve favourably. 6,7 However, given the considerable number of these injuries, a significant minority, between 10% and 20% of these patients, develop chronic symptoms, often referred to as the post-concussive syndrome (PCS).…”
mentioning
confidence: 98%
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