Noise does not have a strong trend in the manifold, but similar cells do, and because of that, they are filtered by the exponentiation of the Markov matrix.
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Diffusion on PCA-UMAP Manifold: The Impact of Data Structure Preservation to Denoise High-Dimensional Single-Cell RNA Sequencing Data.
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