Molecular phenotypes, or subtypes, can describe cancer as distinct diseases within primary tissues-of-origin. Machine learning (ML) can be applied to this molecular taxonomy of cancer for classifying newly diagnosed samples in supporting clinical decision making and informing development of molecular therapeutics.
Contributor
Ellrott, Kyle : Mentor : Oregon Health and Science University
Demir, Emek : Committee chair : Oregon Health and Science University
Ibsen, Stuart : Committee member : Oregon Health and Science University
Chang, Young Hwan : Committee member : Oregon Health and Science University
Emili, Andrew : Committee member : Oregon Health and Science University
Gosline, Sara : Committee member : Oregon Health and Science University
Wong, Christopher : Collaborator : Oregon Health and Science University
Yau, Christina : Collaborator : University of California, San Francisco
Castro, Mauro : Collaborator : Federal University of Paraná
Lee, Jordan : Collaborator : Oregon Health and Science University
Grewal, Jasleen : Collaborator : Skagit Regional Health
Lagani, Vincenzo : Collaborator : King Abdullah University of Science and Technology
Tercan, Bahar : Collaborator : Institute for Systems Biology
Friedl, Verena : Collaborator : University of California, Santa Cruz
Hinoue, Toshinori : Collaborator : University of Southern California
Uzunangelov, Vladislav : Collaborator : University of California, Santa Cruz
Westlake, Lindsay : Collaborator : Oregon Health and Science University
Loinaz, Xavier : Collaborator : Oregon Health and Science University
Felau, Ina : Collaborator : National Cancer Institute
Wang, Peggy : Collaborator : National Institute of General Medical Sciences
Kemal, Anab : Collaborator : Food and Drug Administration
Caesar-Johnson, Samantha : Collaborator : National Cancer Institute
Shmulevich, Ilya : Collaborator : Institute for Systems Biology
Lazar, Alexander : Collaborator : MD Anderson Cancer Center
Tsamardinos, Ioannis : Collaborator : University of Crete
Hoadley, Katherine : Collaborator : UNC School of Medicine
Robertson, Gordon : Collaborator
Knijnenburg, Theo : Collaborator : Altius Institute for Biomedical Sciences
Benz, Christopher : Collaborator : University of California, San Francisco
Stuart, Joshua : Collaborator
Zenklusen, Jean : Collaborator : Oregon Health and Science University
Cherniack, Andrew : Collaborator : Massachusetts Institute of Technology
Laird, Peter : Collaborator : Van Andel Institute
Kirchgaessner, Raphael : Collaborator : Oregon Health and Science University
Peterkort, Matthew : Collaborator : Oregon Health and Science University
Beckman, Liam : Collaborator : Oregon Health and Science University
Goecks, Jeremy : Collaborator : Oregon Health and Science University
