One 3d voi-based deep learning radiomics strategy, clinical model and radiologists for predicting lymph node metastases in pancreatic ductal adenocarcinoma based on multiphasic contrast-enhanced computer tomography

HIGHLIGHTS

  • who: Hongfan Liao from the Army Medical University, China have published the research: One 3D VOI-based deep learning radiomics strategy, clinical model and radiologists for predicting lymph node metastases in pancreatic ductal adenocarcinoma based on multiphasic contrast-enhanced computer tomography, in the Journal: (JOURNAL)
  • what: In this experiment, multiple attempts in feature selection method were conducted, including decision tree (DT) and least absolute shrinkage and selection operator (LASSO) model. DLR model construction Softmax(zi )=In this experiment, the authors have attempted six classifiers including logistic regression (LR), k-nearest neighbor (KNN), SVM, DT, random . . .

     

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