machine learning

Classification of non-TCGA cancer samples to TCGA molecular subtypes using compact feature sets

Summary Molecular subtypes, such as defined by The Cancer Genome Atlas (TCGA), delineate a cancer’s underlying biology, bringing hope …

Kyle Ellrott, Christopher K. Wong, Christina Yau, Mauro A. A. Castro, Jordan A. Lee, Brian J. Karlberg, Jasleen K. Grewal, Vincenzo Lagani, Bahar Tercan, Verena Friedl, Toshinori Hinoue, Vladislav Uzunangelov, Lindsay Westlake, Xavier Loinaz, Ina Felau, Peggy I. Wang, Anab Kemal, Samantha J. Caesar-Johnson, Ilya Shmulevich, Alexander J. Lazar, Ioannis Tsamardinos, Katherine A. Hoadley, A. Gordon Robertson, Theo A. Knijnenburg, Christopher C. Benz, Joshua M. Stuart, Jean C. Zenklusen, Andrew D. Cherniack, Peter W. Laird