Journal for ImmunoTherapy of Cancer (Jul 2021)

Letter to the editor: radiomics analysis for predicting pembrolizumab response in patients with advanced rare cancers

  • Mateus Trinconi Cunha,
  • Vinicius Jardim Carvalho,
  • Rafael Maffei Loureiro,
  • Carlos Eduardo Brantis-de-Carvalho,
  • Murilo Bicudo Cintra,
  • Gilberto de Castro Junior

DOI
https://doi.org/10.1136/jitc-2021-003044
Journal volume & issue
Vol. 9, no. 7

Abstract

Read online

A commentary on the original research article: ‘Radiomics analysis for predicting pembrolizumab response in patients with advanced rare cancers’. Of note, the predictor selection process, the cross-validation method, along with the lack of final testing of the developed model with a separated data set may mask overfitting, overestimating performance metrics.