A Self-attention Graph Convolutional Network for Precision Multi-tumor Early Diagnostics with DNA Methylation Data
Author:
Funder
National Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Health Informatics,Computer Science Applications,General Biochemistry, Genetics and Molecular Biology
Link
https://link.springer.com/content/pdf/10.1007/s12539-023-00563-1.pdf
Reference39 articles.
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2. Shen SY, Singhania R, Fehringer G et al (2018) Sensitive tumor detection and classification using plasma cell-free DNA methylomes. Nature 563(7732):579–583. https://doi.org/10.1038/s41586-018-0703-0
3. Meissner A (2010) Epigenetic modifications in pluripotent and differentiated cells. Nat Biotechnol 28(10):1079–1088. https://doi.org/10.1038/nbt.1684
4. Varley KE, Gertz J, Bowling KM et al (2013) Dynamic DNA methylation across diverse human cell lines and tissues. Genome Res 23(3):555–567. https://doi.org/10.1101/gr.147942.112
5. Jones PA, Baylin SB (2007) The epigenomics of cancer. Cell 128(4):683–692. https://doi.org/10.1016/j.cell.2007.01.029
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