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The combination of the two segmentation methods speeds up the entire segmentation processing and improves the segmentation efficiency.
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In contrast, our novel segmentation framework is able to segment all teeth only once under a uniform harmonic field automatically, which greatly improves the partition efficiency.
We tested segmentation accuracy and efficiency in both normal and pathological lungs and observed a DSC of 93.4%±4.5%and86.0%±7.1%1%, respectively.
Over-segmentation affects the efficiency of the algorithm and thus an effective over-segmentation algorithm is needed in the future.
The grading process uses region segmentation to improve the efficiency.
His strategy was built around three pillars: Cost efficiency, market segmentation with different product offerings and innovative ideas.
Also, audio segmentation may improve the efficiency of low bit-rate audio coders, as it allows for merging the traditionally separated speech and the music codec designs into a universal coding scheme, which keeps the reproduction quality of both speech and music [14].
The high degree of segmentation may affect the efficiency and reliability of these indexes [ 27] and, in routine clinical settings, their applicability.
The efficiency of segmentation of the islets was determined using two criteria: the number of islets detected and the detection accuracy over a set of islets of different shapes and sizes and with various intensities.
The efficiency of the segmentation method was the ultimate goal for us because existing advanced segmentation methods run several tens of minutes for a dataset.
A good initialization also increases the efficiency of the segmentation process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com