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Gadoxetic acid-enhanced MRI for identifying cholangiocyte phenotype hepatocellular carcinoma by interpretable machine learning: individual application of SHAP | BMC Cancer | Full Text
Materials and methods This study was conducted in accordance with the principles of the Declaration of Helsinki and approved by the Medical Ethics Committee of Shunde Hospital, Southern Medical University. The requirement to obtain informed consent was waived because of the observational design of the study. Preoperative T1 mapping gadoxetic acid-enhanced MRI and clinical data were retrospectively collected from two institutions between January 2019 and May 2022.
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