Evaluation of Machine Learning Algorithm Utilization for Lung Cancer Classification Based on Gene Expression Levels.

Journal: Asian Pacific journal of cancer prevention : APJCP
Published Date:

Abstract

BACKGROUND: Lung cancer remains one of the most common cancers in the world, both in terms of new cases (about 13% of total per year) and deaths (nearly one cancer death in five), because of the high case fatality. Errors in lung cancer type or malignant growth determination lead to degraded treatment efficacy, because anticancer strategy depends on tumor morphology.

Authors

  • Maxim D Podolsky
    ITMO University, Saint Petersburg, Russia E-mail : max.d.podolsky@gmail.com.
  • Anton A Barchuk
  • Vladimir I Kuznetcov
  • Natalia F Gusarova
  • Vadim S Gaidukov
  • Segrey A Tarakanov