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Finally, we present results based on our identification algorithm for all benchmark problems.
Based on our identification of functional gap junctions in CSCs and the efficacy of gap junction inhibitors on attenuating CSC maintenance, we wanted to determine which connexins were responsible for these effects.
Based on our identification of a PC-esterase domain in PMR5 and ESKIMO1 we suggest that in both the cases the primary biochemical role of the esterase is modification of the cell-wall glycan properties by removal of acyl groups.
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Based on our recently proposed shape manifold identification procedure, we investigate the identifiability of material properties with instrumented indentation test using diverse indenter shapes (conical/spherical) and simulation setups (prescribed force/displacement).
After eliminating potential novel genes with low expression, using 100 RPKE as a threshold for gene identification based on our benchmark analysis (Fig. 2), 4,690 genes were identified as potential novel genes.
The first question is whether computational methods of systems biology which are cheap and straightforward may be able to predict or analyze such unmeasurable data with respect to system identification based on our understanding of the system.
Based on our data on mass spectrometric identification and quantitation of mitochondrial membrane glycerophospholipids, we calculated the relative levels of their species having the non-bilayer forming shape of a cone or an inverted cone as well as the relative levels of glycerophospholipid species exhibiting the bilayer forming shape of a cylinder.
Based on our findings, along with the previous identification of this region as underrepresented in the reference genome [ 28], its recurrent detection as a commonly mutated region in tumors appears to be driven by technical bias rather than by a positive selection pressure for its mutation during neoplastic transformation.
Although our VHA corpora include many different types of clinical notes, the statements presented here are based on our observations running the selected de-identification systems on VHA clinical documents, and don't necessarily generalize to other organizations and clinical document types.
Two of our studies based on PCR identification of mycobacterial DNA and detection of antibodies specific to the recombinant antigens and whole cell lysates of the Mycobacterium avium subsp. paratuberculosis (MAP) shown a clear association of MAP with the presence of type 1 diabetes mellitus (T1DM).
Our definition is based on the identification of frequent patterns in the content, using data mining techniques [12].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com