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Incorporating a knowledge of the sequencing platform's error profile after initial SNV calling, rather than including it as part of the calling algorithm, allows the basic calling algorithms to remain relevant for various iterations of the sequencing technology.
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In model-based segmentation, a connected and continuous model is built for a specific anatomic structure by incorporating a priori knowledge of the object such as shape, location, and orientation.
We do so by incorporating a priori knowledge of protein structure, evolution and interaction, and cellular signaling and regulatory pathways.
We will use the σ e limiter 2 value in the ML-LMMSE channel estimator to incorporate a priori knowledge of the symbol limiter based error term.
Additionally, the bootstrapping results may eventually be used to incorporate a priori knowledge of the fault plane orientation (in particular dip) in providing better constraints on the moment magnitude for shallow earthquakes.
The second method incorporated a priori knowledge of the interior region boundaries with the surface measurements and restricted the Raman yield results to homogeneous values.
The contribution of the paper is to develop a method aimed at incorporating a priori knowledge about process in terms of rigorous models for static estimator design when the training sample is small and contains measurement errors.
The present article aims to reflect on the current situation of medical sciences by incorporating a critical discussion of knowledge atomization, which can be a consequence of the pragmatism of scientific evidence.
The present study addresses this gap in the knowledge base by incorporating a number of health facilities covering all zones of the region, and with a large sample size.
Moreover, we further improve the reconstruction results with the following strategies: (i) an image acquisition involving object rotation during a linear translation in the conveyor-belt; and (ii) an image reconstruction incorporating prior knowledge of the object support (e.g., obtained from optic sensors).
The purpose of this study was two-fold: (i) to estimate the errors associated with quantitative gait data; and (ii) to propose a method for incorporating the knowledge of these errors into the clinical interpretation process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com