AI Article Synopsis

  • This study evaluated how enhanced CT images and histogram parameters can help distinguish between pleomorphic adenoma (PA) and adenolymphoma (AL) in patients.
  • Researchers analyzed CT imaging features from 20 patients with PA and 29 with AL, comparing tumor characteristics and using ROC analysis to assess diagnostic effectiveness of various parameters.
  • Results showed significant differences in certain CT values, with a combined parameter analysis yielding the highest diagnostic accuracy, indicating that histogram analysis can improve differentiation between these two conditions.

Article Abstract

Objective: This study sought to evaluate the worth of the general characteristics of enhanced CT images and the histogram parameters of each stage in distinguishing pleomorphic adenoma (PA) and adenolymphoma (AL).

Methods: The imaging features and histogram parameters of preoperative enhanced CT images in 20 patients with PA and 29 patients with AL were analyzed. Tumor morphology and histogram parameters of PA and AL were compared. Area under the curve (AUC), sensitivity, and subject operational feature specificity (ROC) analysis were used to determine the differential diagnostic effect of single-stage or multi-stage parameter combinations.

Results: The difference in CT value and net enhancement value of arterial phase (AP) were significant (p < 0.05); Flat sweep phase (FSP), AP mean, percentiles, 10th, 50th, 90th, 99th and arterial period variance and venous phase (VP) kurtosis in the nine histogram parameters of each period (p < 0.05). An analysis of the ROC curve revealed a maximum area beneath the curve (AUC) in the 90th percentile of FSP for a single-parameter differential diagnosis to be 0.870. The diagnostic efficacy of the mean value of FSP + The 90th percentile of AP + Kurtosis of VP was the best in multi-parameter combination diagnosis, with an AUC of 0.925, and the sensitivity and specificity of 0.900 and 0.850, respectively.

Conclusion: The histogram analysis of enhanced CT images is valuable for the differentiation of PA and AL. Moreover, the combination of single-stage parameters or multi-stage parameters can improve the differential diagnosis efficiency.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10612226PMC
http://dx.doi.org/10.1186/s12880-023-01129-9DOI Listing

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