This work aimed for multiple high b-values DWI texture features based strategy to identify prostate cancer and benign prostatic hyperplasia, which may provide more abundant and comprehensive quantitative information, and promote clinical decision-making. The results showed that the diagnostic value was improved with AUC of 0.832 (sensitivity: 0.800, specificity: 0.762) based on combined texture features from ultra-high b value (b = 800, 1200, 2000s/mm2) DWI images, which is a valuable strategy for clinical practice.
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