Keywords: Pelvis, Radiomics
Motivation: A non-invasive, precise, and efficient preoperative evaluation method is crucial for the prognosis of patients with EC.
Goal(s): The aim of this study was to construct MRI-based radiomics models to predict immunohistochemical biomarkers and assess the relationship between radiomic features and the Ki-67 proliferation rate in EC.
Approach: The receiver operating characteristic (ROC) curves were analyzed to evaluate the performance of the radiomics models.
Results: Both single sequence and multi-sequence models demonstrated good diagnostic performance, although the diagnostic performance of multi-sequence models outperformed the single sequence models.
Impact: MRI-based radiomic features are promising predictors of immunohistochemistry and prognosis in EC.
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