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The time-series behavior of neutrophil-to-lymphocyte ratio is useful as a predictive marker in non-small cell lung cancer.

Tatsunori KiriuMasatsugu YamamotoTatsuya NaganoDaisuke HazamaReina SekiyaMasahiro KatsuradaDaisuke TamuraMotoko TachiharaKazuyuki KobayashiYoshihiro Nishimura
Published in: PloS one (2018)
The NLR is suggested to be useful not only as a prognostic marker but also as a predictive marker for treatment with nivolumab. Further prospective study is warranted to develop a predictive algorithm to detect PD cases as early as possible by focusing the time-series behavior of NLR.
Keyphrases
  • machine learning
  • combination therapy
  • neural network
  • smoking cessation