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Tensor GSVD of Patient- and Platform-Matched Tumor and Normal DNA Copy-Number Profiles Uncovers Chromosome Arm-Wide Patterns of Tumor-Exclusive Platform-Consistent Alterations Encoding for Cell Transformation and Predicting Ovarian Cancer Survival

The number of large-scale high-dimensional datasets recording different aspects of a single disease is growing, accompanied by a need for frameworks that can create one coherent model from multiple tensors of matched columns, e.g., patients and platforms, but independent rows, e.g., probes. We defin...

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Detalles Bibliográficos
Autores principales: Sankaranarayanan, Preethi, Schomay, Theodore E., Aiello, Katherine A., Alter, Orly
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4398562/
https://www.ncbi.nlm.nih.gov/pubmed/25875127
http://dx.doi.org/10.1371/journal.pone.0121396