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An ANN is constructed and trained using original model samples, which can then be used as a surrogate model to generate numerous samples for a global sensitivity analysis with Sobol' sensitivity estimation or RS-HDMR.
LF, MT, SG, KSD and DW provided numerous samples for experiments, performed endoprosthetic surgery and selected articular cartilage used for chondrocyte cultures.
However, gene expression profile studies and predictive biomarkers are often of low power, requiring numerous samples for a sound statistic, or vary between studies.
However, given the complications of pooling numerous samples for multiplex sequencing and the limited number of barcodes (e.g., 96) available in commercial kits, we recommend 96 samples as a current practical maximum for multiplex plastome sequencing.
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In Experiment 2, no differences were seen between the treatment groups after day 10 and the plasma cortisol levels were low and close to basal levels [ 15] in all groups, as also indicated by the numerous samples excluded for being below the limit of detection for the RIA.
We are not aware of any software packages that are designed specifically for efficient digital measurement of fossil assemblages with numerous samples, especially for the purposes of manual outline analysis.
In fact, they have been employed for extraction of various biomolecules even from crude samples and as solid support in numerous samples' preparation for in-vitro diagnosis.
As few methods for medium-scale targeted resequencing of numerous samples are available for non-model organisms, MIPs fill an important methodological gap.
The excellent repeatability allows determination of glycerol in numerous samples, with no need for recalibration.
Additional figures of merit include a simple experimental procedure for routine screening of numerous samples and compatibility with portable instrumentation for field analysis.
Because 3D printing techniques make it possible to construct numerous samples with the same structure, three samples for type (i) models were prepared for all confining pressure conditions.
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