A Machine Learning Approach for Tracing Tumor Original Sites With Gene Expression Profiles

A Machine Learning Approach for Tracing Tumor Original Sites With Gene Expression Profiles

Some carcinomas show that one or more metastatic sites appear with unknown origins. The identification of primary or metastatic tumor tissues is crucial for physicians to develop precise treatment plans for patients. With unknown primary origin sites, it is challenging to design specific plans for p...

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Bibliographic Details
Main Authors: Xin Liang, Wen Zhu, Bo Liao, Bo Wang, Jialiang Yang, Xiaofei Mo, Ruixi Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
the ability of tissue tracing
random forest
naive Bayes
machine learning
uncertain origins
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2020.607126/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2020.607126/full

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