Diagnostic classification of cancers using dna methylation of paracancerous tissues

HIGHLIGHTS

  • who: Baoshan Ma from the SchoolUniversity of have published the article: Diagnostic classification of cancers using DNA methylation of paracancerous tissues, in the Journal: Scientific Reports Scientific Reports
  • what: The authors compare the AUC values of the five classification algorithms on nine datasets.
  • how: For cancer stage prediction the authors evaluated the predictive accuracy of five classification methods by fivefold-cv on nine datasets in this study. To explore the potential role of DNA methylation profiles from paracancerous tissues in predicting cancer stages the authors exploited the XGBoost algorithm to construct a classification . . .

     

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