Literature DB >> 30375929

Spot and Diffuse Signs: Quantitative Markers of Intracranial Hematoma Expansion at Dual-Energy CT.

Can Ozan Tan1, Stephanie Lam1, Daan Kuppens1, Rick H J Bergmans1, Bimal Kumar Parameswaran1, Reza Forghani1, Ranliang Hu1, Laleh Daftari Besheli1, Joshua N Goldstein1, James Thrall1, Michael Lev1, Javier M Romero1, Rajiv Gupta1.   

Abstract

Purpose To compare dual-energy CT with iodine quantification to single-energy CT for evaluation of the spot sign for intracranial hematoma expansion. Materials and Methods In this retrospective study, 42 patients (mean age, 66 years ± 15 [standard deviation]; 19 women) were referred for dual-energy CT assessment of intracranial hemorrhage from October 2014 to January 2017. A machine learning approach (naive Bayes classifier) was used to identify iodine markers of extravasation for risk of hematoma expansion. Specificity and sensitivity of these markers were then independently validated in 65 new patients from February 2017 to February 2018. Results Analysis of dual-energy CT images identified two features of iodine extravasation: total iodine concentration within the hematoma (Ih) and focal iodine concentration in the brightest spot in the hematoma (Ibs) as predictors of expansion. The I2 score derived from these features provided a measure of expansion probability. Optimal classification threshold was an I2 score of 20 (95% confidence interval [CI]: 18, 23), leading to correct identification of 39 of 46 (85%; 95% CI: 71%, 94%) of the hematomas on the training set (sensitivity of 79% [11 of 14; 95% CI: 57%, 100%] and specificity of 88% [28 of 32; 95% CI: 76%, 99%]), and 62 of 70 (89%; 95% CI: 79%, 95%) of the hematomas on the validation set (sensitivity of 71% [10 of 14; 95% CI: 48%, 95%] and specificity of 93% [52 of 56; 95% CI: 86%, 100%]). Sensitivity, specificity, and accuracy of conventional spot sign were, respectively, 57% (eight of 14), 90% (29 of 32), and 80% (37 of 46) on the training set and 57% (eight of 14), 83% (47 of 56), and 75% (53 of 70) on the validation set. Conclusion This study identified two quantitative markers of intracranial hemorrhage expansion at dual-energy CT of the brain. The I2 score derived from these markers highlights the utility of dual-energy CT measurements of iodine content for high sensitivity risk assessment. © RSNA, 2018 Online supplemental material is available for this article.

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Year:  2018        PMID: 30375929     DOI: 10.1148/radiol.2018180322

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


  4 in total

Review 1.  Dual energy CT in clinical routine: how it works and how it adds value.

Authors:  Aaron D Sodickson; Abhishek Keraliya; Bryan Czakowski; Andrew Primak; Jeremy Wortman; Jennifer W Uyeda
Journal:  Emerg Radiol       Date:  2020-06-01

Review 2.  Advances in computed tomography-based prognostic methods for intracerebral hemorrhage.

Authors:  Xiaoyu Huang; Dan Wang; Shenglin Li; Qing Zhou; Junlin Zhou
Journal:  Neurosurg Rev       Date:  2022-02-28       Impact factor: 3.042

3.  Dual energy CT: a step ahead in brain and spine imaging.

Authors:  Jaykumar Raghavan Nair; Claire Burrows; Sue Jerome; Luciana Ribeiro; Ramiro Larrazabal; Rajiv Gupta; Eugene Yu
Journal:  Br J Radiol       Date:  2020-01-28       Impact factor: 3.039

4.  Dual-Energy CT Angiography Improves Accuracy of Spot Sign for Predicting Hematoma Expansion in Intracerebral Hemorrhage.

Authors:  Michaël T J Peeters; Kim J D de Kort; Rik Houben; Wouter J P Henneman; Robert J van Oostenbrugge; Julie Staals; Alida A Postma
Journal:  J Stroke       Date:  2021-01-31       Impact factor: 6.967

  4 in total

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