The transcriptional risk scores for kidney renal clear cell carcinoma using XGBoost and multiple omics data

The transcriptional risk scores for kidney renal clear cell carcinoma using XGBoost and multiple omics data

Most kidney cancers are kidney renal clear cell carcinoma (KIRC) that is a main cause of cancer-related deaths. Polygenic risk score (PRS) is a weighted linear combination of phenotypic related alleles on the genome that can be used to assess KIRC risk. However, standalone SNP data as input to the P...

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Bibliographic Details
Main Authors: Xiaoyu Hou, Baoshan Ma, Ming Liu, Yuxuan Zhao, Bingjie Chai, Jianqiao Pan, Pengcheng Wang, Di Li, Shuxin Liu, Fengju Song
Format: Article
Language:English
Published: AIMS Press 2023-05-01
Series:Mathematical Biosciences and Engineering
Subjects:
kidney renal clear cell carcinoma
diagnosis
transcriptional risk score
multi-omics data
xgboost
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023519?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023519?viewType=HTML

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