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Incorporation of goal-directed PoCUS in early patient management improves diagnostic accuracy, shortens the list of viable diagnostic etiologies, and changes treatment plans for certain emergency pathologies [1 3].
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This information could be integrated in marker-assisted selection (MAS) schemes to increase selection accuracy, shorten generation interval, and accelerate genetic improvement.
The proposed method can improve design accuracy and shorten design time in comparison with the conventional technique.
The results show that the proposed method can improve the accuracy of scheduling, shorten the time of making decision and reduce operating costs.
These simulations showed that reward increased accuracy, but also shortened RTs, under conditions when signal-to-noise μ/σ was high.
When compared with genotype imputation methods, DIST (i) does not need access to subject-level genotypes, (ii) provides comparable imputation accuracy while substantially shortening the running time and (iii) can be readily applied to family association statistics.
However, technical improvements should be used to increase image quality and diagnosis accuracy, rather than to shorten the protocols.
This gradual improvement in accuracy, combined with the shortening of curation time by 1.6- to 1.9-fold compared with completely manual curation, illustrates the benefit of including text-mining techniques, such as tagtog, in curation.
That added flexibility can mean that processing times can be shortened even while accuracy is increased and costs come down.
As a method of data preprocessing of learning algorithm, feature extraction can better improve the accuracy of learning algorithm and shorten the time.
As a method of data preprocessing of the learning algorithm, feature extraction can better improve the accuracy of learning algorithm and shorten the time.
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