Construction and evaluation of multiple radiomics models for identifying the instability of intracranial aneurysms based on cta

HIGHLIGHTS

• who: Yuting Wang from the Changhai Hospital, China Capital Medical University, China have published the Article: Construction and Evaluation of Multiple Radiomics Models for Identifying the Instability of Intracranial Aneurysms Based on CTA, in the Journal: (JOURNAL)
• what: Since there was class imbalance that might affect the model tuning, synthetic minority over-sampling technique (SMOTE) was applied to the training sets before formal model training. To allow for the estimation of the model generalizability, bootstrapping resampling methods were applied to SMOTE training sets to generate 5 samples for model evaluation. Context and Novelty This study . . .
  

   

  

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