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High resolution magnetic resonance imaging-based texture analysis for the assessment of carotid atherosclerotic plaques vulnerability
Sihan Chen1, Changsheng Liu1, Xixiang Chen1, Ling Ma2, and Yunfei Zha1
1Radiology, Renmin Hospital of Wuhan University and Hubei General Hospital, Wuhan, China, 2Advanced Application Team, GE Healthcare, Wuhan, China
  1. Radscore based on hrMRI can provide a good diagnostic performance for vulnerable carotid plaque.Compared with the independent clinical risk factor and radscore, the combine model had the best diagnostic efficiency.
Fig. 4. Combine-model nomogram for the assessment of vulnerability plaque. A. The combine-model was visualized through linearized image, which combined radscore and LHR in training group. The AUC showed the diagnostic performance among radscore, LHR and nomogram in training group (B) and testing group (C).
Fig. 3. Diagnostic performance of univariate logistic regression model. A and B show the ROC curves of the radscore that the AUC is higher than LHR in the training and testing groups.