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It won't get the bird's-eye view that the training data had access to, but if it knows speeds and distances, it should be able to work out the coordinates of individuals in space and predict their motion with similar accuracy.
2) In a second approach, we included the spatial coordinates of individuals as prior information using G eneland v.3.1.4 (Guillot et al. 2005a, b).
Current developments of Bayesian clustering methods explicitly address the spatial nature of the problem of locating genetic discontinuities by including the geographical coordinates of individuals in their prior distributions [ 13- 15].
Some mitigation strategies require more realistic model assumptions (e.g., location based antiviral prophylaxis would require models that track geographic coordinates of individuals so that those within a radius of an infected individual can be identified).
Comparing the genetic and geographic coordinates of individuals in our worldwide MDS plot, we find a lower correlation (t 0 = 0.342, P < 10−4) than was observed previously by Wang et al. (2012) with SNP genotypes in an overlapping set of individuals (t 0 = 0.705).
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This is because SMLM generates images from the molecular coordinates of individual fluorescence events that are temporally segregated during data acquisition24.
This microscope system captures images of dyed cell nuclei, computes the location coordinates of individual cells, and synchronizes this with the voice coil motor stage and single-particle irradiation system consisting of a scintillation counter and a beam deflector.
To quantify the emission levels of individual cells in the bioluminescence images, we first used the dark field images to obtain the pixel coordinates of individual cells that had remained immobile during the experiment.
This study is a comprehensive investigation of the possibility to recover geographic coordinates of individual ancestry within Europe based solely on information from carefully selected panels of genetic markers.
However, sequence bias in the initial cycles, which are used to determine the coordinates of individual clusters, causes a loss of fidelity in cluster identification on Illumina Genome Analysers.
To compare anatomical landmarks between groups, stereotaxic Talairach (TAL) coordinates of individual AC were mapped and then plotted group-wise for comparison using Matlab (Mathworks, Natick, MA) (Fig. 4a).
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