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Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources
We prove a sufficient and necessary condition for identifying the mixing matrix through edge detection, which also serves as the foundation for CAM to be applied not only to the exact-determined and over-determined cases, but also to the under-determined case.
A feasible roadmap for unsupervised deconvolution of two-source mixed gene expressions
Tissue heterogeneity is a major confounding factor in studying individual populations that cannot be resolved directly by global profiling.
Unsupervised deconvolution of dynamic imaging reveals intratumor vascular heterogeneity
Intratumor heterogeneity is often manifested by vascular compartments with distinct pharmacokinetics that cannot be resolved directly by in vivo dynamic imaging.
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