For quantitative evaluation of tumor-related vessels, convolution filter processing was applied to ultrafast dynamic contrast-enhanced (UF-DCE) MRI of 51 lesions to obtain vessel length and crossing count as quantitative markers. The current analysis showed that these imaging markers were associated with a subtype of invasive breast cancer, the Ki-67 index, among invasive breast cancers. This opens a new approach to the evaluation of tumor-related vessels and tumor microenvironment.
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