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Increasing the cutoff for the mouse data beyond 15x did not significantly improve uniqueness and only served to limit the number of HECS genes per cell type to act as cell signatures.
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The Performance Materials segment businesses performance materials businesses, performance polymers and packaging and industrial polymers provide productive, higher performance polymers, elastomers, films, parts, and systems and solutions which improve the uniqueness, functionality and profitability of its customers' offerings.
One way to improve the uniqueness of the solution is to increase the available data points by doing measurements at more wavelengths.
To improve the uniqueness of the solution, the multi-spectral technique and some other effective approaches, such as the eigenvectors expansion approach [ 24], could be introduced into our generalized hybrid algorithm scheme.
Recently, a guided-HIO (GHIO) approach has been applied for improving the uniqueness of a reconstructed image.
Specifically, simultaneous searching of multiple peaks of a metabolite against a NMR database substantially improves the uniqueness and accuracy of the hits.
For the cutoffs considered for the human data, a cutoff of 15x slightly improves the uniqueness but the number of HECS genes per cell type became prohibitively small.
As seen in Figure 2A-B, raising the cutoff caused a sharp reduction in the number of genes but significantly improved the uniqueness of the genes assigned as HECS genes to each cell type.
This showed that 71.1% of the 30-mers (corresponding to the length of a tag in this study) are unique but that increasing the tag length to 70 nt would improve the tag uniqueness up to 81.3%.
One exciting strategy pioneered by schools like ours is precision medicine, which aims to improve healthcare by focusing on the uniqueness of each patient.
The uniqueness result presented herein also seems to improve previous results for several explicit kernels.
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