Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA

BACKGROUND: Blood-based methods using cell-free DNA (cfDNA) are under development as an alternative to existing screening tests. However, early-stage detection of cancer using tumor-derived cfDNA has proven challenging because of the small proportion of cfDNA derived from tumor tissue in early-stage...

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Udgivet i:BMC Cancer
Main Authors: Wan, Nathan, Weinberg, David, Liu, Tzu-Yu, Niehaus, Katherine, Ariazi, Eric A., Delubac, Daniel, Kannan, Ajay, White, Brandon, Bailey, Mitch, Bertin, Marvin, Boley, Nathan, Bowen, Derek, Cregg, James, Drake, Adam M., Ennis, Riley, Fransen, Signe, Gafni, Erik, Hansen, Loren, Liu, Yaping, Otte, Gabriel L., Pecson, Jennifer, Rice, Brandon, Sanderson, Gabriel E., Sharma, Aarushi, St. John, John, Tang, Catherina, Tzou, Abraham, Young, Leilani, Putcha, Girish, Haque, Imran S.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2019
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6708173/
https://ncbi.nlm.nih.gov/pubmed/31443703
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12885-019-6003-8
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