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  • 标题:Predicting Gastric Cancer Molecular Subtypes from Gene Expression Data
  • 本地全文:下载
  • 作者:Marta Moreno ; Abel Sousa ; Marta Melé
  • 期刊名称:Proceedings
  • 电子版ISSN:2504-3900
  • 出版年度:2020
  • 卷号:55
  • 期号:8
  • 页码:59
  • DOI:10.3390/proceedings2020054059
  • 语种:English
  • 出版社:MDPI AG
  • 摘要:Stomach cancer is a complex disease and one of the leading causes of cancer mortality in the world. With the view to improve patient diagnosis and prognosis, it has been stratified into four molecular subtypes. In this work, we compare the results of multiple machine learning algorithms for the prediction of stomach cancer molecular subtypes from gene expression data. Moreover, we show the importance of decorrelating clinical and technical covariates.
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