Bidimensional linked matrix factorization for pan-omics pan-cancer analysis

2 code implementations • 7 Feb 2020 • Eric F. Lock, Jun Young Park, Katherine A. Hoadley

This builds on a growing literature for the factorization and decomposition of linked matrices, which has primarily focused on multiple matrices that are linked in one dimension (rows or columns) only.

Integrative Factorization of Bidimensionally Linked Matrices

1 code implementation • 9 Jun 2019 • Jun Young Park, Eric F. Lock

This is limiting for data that take the form of bidimensionally linked matrices (e. g., multiple cohorts measured on multiple platforms), which are increasingly common in large-scale biomedical studies.

Dimensionality Reduction