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Identification of Tumor Tissue of Origin with RNA-Seq Data and Using Gradient Boosting Strategy.
Ruixi Li
Bo Liao
Bo Wang
Chan Dai
Xin Liang
Geng Tian
Fang-Xiang Wu
Published in:
BioMed research international (2021)
Our gradient boosting framework was proven to be accurate in identifying tumor tissue-of-origin on both training data and independent testing data, which might be of practical usage.
Keyphrases
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rna seq
electronic health record
single cell
big data
data analysis
machine learning
deep learning