Performance-weighted-voting model: An ensemble machine learning method for cancer type classification using whole-exome sequencing mutation.

Journal: Quantitative biology (Beijing, China)
Published Date: Dec 7, 2020

Abstract

BACKGROUND: With improvements in next-generation DNA sequencing technology, lower cost is needed to collect genetic data. More machine learning techniques can be used to help with cancer analysis and diagnosis.

Authors

  • Yawei Li
    Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA.
  • Yuan Luo
    Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA.

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