AI Article Synopsis

  • The study investigates the effectiveness of various diffusion imaging techniques (ADC, IVIM, and DKI) in distinguishing between benign and malignant breast lesions using a sample of 215 patients.*
  • Results showed that ADC had the highest diagnostic accuracy among individual parameters, with a sensitivity of 91.45% and specificity of 82.54%, highlighting its potential as a standalone diagnostic tool.*
  • While combining ADC with the MK parameter improved diagnostic performance, it was not significantly better than using ADC alone, suggesting ADC is sufficient for differentiating breast lesions.*

Article Abstract

To explore the value of apparent diffusion coefficient (ADC), intravoxel incoherent motion (IVIM), and diffusional kurtosis imaging (DKI) based on diffusion weighted magnetic resonance imaging (DW-MRI) in differentiating benign and malignant breast lesions. A total of 215 patients with breast lesions were prospectively collected for breast MR examination. Single exponential, IVIM, and DKI models were calculated using a series of b values. Parameters including ADC, perfusion fraction (), tissue diffusion coefficient (), perfusion-related incoherent microcirculation (), average kurtosis (MK), and average diffusivity (MD) were compared between benign and malignant lesions. ROC curves were used to analyze the optimal diagnostic threshold of each parameter, and to evaluate the diagnostic efficacy of single and combined parameters. ADC, , MK, and MD values were significantly different between benign and malignant breast lesions (P<0.001). Among the single parameters, ADC had the highest diagnostic efficiency (sensitivity 91.45%, specificity 82.54%, accuracy 88.84%, AUC 0.915) and the best diagnostic threshold (0.983 μm/ms). The combination of ADC and MK offered high diagnostic performance (sensitivity 90.79%, specificity 85.71%, accuracy 89.30%, AUC 0.923), but no statistically significant difference in diagnostic performance as compared with single-parameter ADC (P=0.268). The ADC, , MK, and MD parameters have high diagnostic value in differentiating benign and malignant breast lesions, and of these individual parameters the ADC has the best diagnostic performance. Therefore, our study revealed that the use of ADC alone should be useful for differentiating between benign and malignant breast lesions, whereas the combination of MK and ADC might improve the diagnostic performance to some extent.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255916PMC
http://dx.doi.org/10.3389/fonc.2021.694634DOI Listing

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