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We utilize sample pairs to train the siamese network with weight sharing.
We utilize sample pairs to train a siamese network with weight sharing, and therefore, the siamese network could learn the domain-invariant information from the source and target domains.
In addition established metagenomics or metatranscriptomic [11], [50], [51] approaches that utilize sample fractionation methods for microbial enrichment will likely provide a more comprehensive profile of the community structure.
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Ideally, future biomarker studies will utilize samples collected prospectively from patients treated in a uniform fashion.
This not only gives researchers access to a tremendous number of samples, but also allows researchers to utilize samples from patients for which clinical outcomes are known.
When allowing increased sampling as a possible outbreak control measure, the optimal decision was to utilize sampling of infected and recovered individuals about 20% of the time.
As previously described, most of the analyzed studies utilized sample sizes less than 10 1.
In conclusion, we realized a DFB-QCL array utilizing sample grating and epitaxial side down bonding technique.
Utilizing sample data in the same plate as reference sets can avoid plate differences and yield better normalization.
A data abstraction form including study characteristics and fracture outcomes was utilized (sample data abstraction form available from the corresponding author upon request).
Role-playing with the protocol utilizing sample participant scenarios was included in every session.
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