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The volume overlap, compared to expert manual segmentation, is consistently over 90%.
In some cases, expert manual evaluation of output of the technology can be used to produce the gold standard.
Gold standard data are produced by the benchmarking procedure and are based on technological protocol, expert manual evaluation, synthetic mock community, curated databases, or computational simulation (e).
For example, surveyed benchmarking studies in the domain of microbiome analysis exclusively used mock community, and the domain of flow cytometry analysis used only expert manual evaluation.
Other techniques for gold standard preparation include expert manual evaluation21 and curated databases comprised of available databases and literature references47,48,49,50.
For some studies, overall Inquirer codings correlated with those of expert manual coders about as well as expert coders correlated with one another.
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The automatic detection results are compared to experts' manual annotations (101 spikes) on a whole-night sleep EEG recording.
The comparison with experts' manual delineations on the clinical data shows the same qualitative behavior as for the phantom measurements.
The comparison with experts' manual delineations on clinical images shows the same qualitative behavior as for the phantom measurements.
The automated results are comparable with the experts' manual segmentation results.
Segmentation results of our method for four LGG cases are shown in Fig. 6.> -wrap-foot> A, L, J: Experts' manual segmentations.
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