Copy number variation in plasma as a tool for lung cancer prediction using Extreme Gradient Boosting (XGBoost) classifier.

Daping YuZhidong LiuChongyu SuYi HanXinchun DuanRui ZhangXiaoshuang LiuYang YangShaofa Xu

Published in: Thoracic cancer (2019)

CfDNA concentration, arm 10q, 3q, 8q, 3p, and 22q are key features for prediction. Trained XGBoost classifier is a potential method for lung cancer detection.

Keyphrases

copy number
mitochondrial dna
genome wide
dna methylation
climate change
resistance training
loop mediated isothermal amplification
real time pcr
risk assessment
quantum dots