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Protocol for assessing distances in pathway space for classifier feature sets from machine learning methods.
Tercan B, Apolonio VH, Chagas VS, Wong CK, Lee JA, Yau C, Benz CC, Stuart JM, Karlberg BJ, Ellrott K, Grewal JK, Jones SJM; Cancer Genome Atlas Analysis Network; Zenklusen JC, Robertson AG, Laird PW, Cherniack AD, Castro MAA. Tercan B, et al. Among authors: yau c. STAR Protoc. 2025 Jun 20;6(2):103681. doi: 10.1016/j.xpro.2025.103681. Epub 2025 Mar 18. STAR Protoc. 2025. PMID: 40106435 Free PMC article.
The Cancer Genome Atlas Pan-Cancer analysis project.
Cancer Genome Atlas Research Network; Weinstein JN, Collisson EA, Mills GB, Shaw KR, Ozenberger BA, Ellrott K, Shmulevich I, Sander C, Stuart JM. Cancer Genome Atlas Research Network, et al. Nat Genet. 2013 Oct;45(10):1113-20. doi: 10.1038/ng.2764. Nat Genet. 2013. PMID: 24071849 Free PMC article.
Multiplatform analysis of 12 cancer types reveals molecular classification within and across tissues of origin.
Hoadley KA, Yau C, Wolf DM, Cherniack AD, Tamborero D, Ng S, Leiserson MDM, Niu B, McLellan MD, Uzunangelov V, Zhang J, Kandoth C, Akbani R, Shen H, Omberg L, Chu A, Margolin AA, Van't Veer LJ, Lopez-Bigas N, Laird PW, Raphael BJ, Ding L, Robertson AG, Byers LA, Mills GB, Weinstein JN, Van Waes C, Chen Z, Collisson EA; Cancer Genome Atlas Research Network; Benz CC, Perou CM, Stuart JM. Hoadley KA, et al. Among authors: yau c. Cell. 2014 Aug 14;158(4):929-944. doi: 10.1016/j.cell.2014.06.049. Epub 2014 Aug 7. Cell. 2014. PMID: 25109877 Free PMC article.
617 results