The utility of texture analysis of kidney mri for evaluating renal dysfunction with multiclass classification model

HIGHLIGHTS

  • who: Yuki Hara from the DepartmentMedical University have published the paper: The utility of texture analysis of kidney MRI for evaluating renal dysfunction with multiclass classification model, in the Journal: Scientific Reports Scientific Reports
  • what: The study evaluated both kidneys based on the idea that they might contain more integrated information concerning renal function. The authors also demonstrated the possible candidates of classifiers, such as SVM and RF. Fourth, since the authors focused on classifications predicting the eGFR group, other important laboratory data or underlying pathologies were missed in this study.
  • how: As . . .

     

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