Leveraging Fecal Bacterial Survey Data to Predict Colorectal Tumors

Leveraging Fecal Bacterial Survey Data to Predict Colorectal Tumors

Colorectal cancer (CRC) ranks second in cancer-associated mortality and third in the incidence worldwide. Most of CRC follow adenoma-carcinoma sequence, and have more than 90% chance of survival if diagnosed at early stage. But the recommended screening by colonoscopy is invasive, expensive, and poo...

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Bibliographic Details
Main Authors: Bangzhou Zhang, Shuangbin Xu, Wei Xu, Qiongyun Chen, Zhangran Chen, Changsheng Yan, Yanyun Fan, Huangkai Zhang, Qi Liu, Jie Yang, Jinfeng Yang, Chuanxing Xiao, Hongzhi Xu, Jianlin Ren
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Genetics
Subjects:
fecal bacteria
colorectal cancer
colorectal adenoma
random forest
random effects model
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.00447/full

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https://www.frontiersin.org/article/10.3389/fgene.2019.00447/full

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