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The 3D ground truth is obtained by averaging all 50 shape vectors for the corresponding subject.
Soft-Max value calculated from output of the final layer is regarded as a sort of probability of matching up to a corresponding subject.
The y values of the outlying subjects are arbitrary, and are organized to allow for legibility of the corresponding subject numbers.
GEINet [32] is based on a simple CNN network architecture for gait recognition, in which one input GEI feature is fed into the network, and the soft-max value from the output of the final layer (fc4), in which the number of nodes is equal to the number of training subjects, is regarded as the probability that the input matches a corresponding subject.
To determine Rw in this study, the number of citations for accepted or rejected (but published elsewhere) manuscripts were divided by the (arithmetic) mean number of citations of all publications in a corresponding subject area [see here 33].
The raw data image was transformed to the template image and the resulting transformation parameters were then applied to the corresponding subject's parametric V3″ image.
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One or more measurements in the 12 months preceding the index hospital admission date for the corresponding case subject were available for 16,605 (58%) control subjects with diabetes.
Potential control subjects were women with BBD who had not developed breast cancer (but were alive at) by the date of diagnosis of the corresponding case subject.
They visited cases, on average, within 3 weeks of hospital discharge (for controls, hospital discharge of the corresponding case subject) and when possible, by the same interviewer.
The module eigengene represents the expression profiles of all probes from a gene module across subjects (i.e. genotypes at each time point), and high or low eigengene values of subjects correspond to over- or under expression in the corresponding subjects, respectively.
E is a collection of directed edges ({overrightarrow{u_i,u_j}}) that connect the corresponding subjects ((u_i)) and objects ((u_j)).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com