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We use a first order segmentation to extract candidate feature points and process them as a graph to recover the sharp feature lines.
In the (zeroth) 0th order segmentation, the distribution of the four nucleotides (A, T, C, and G) is analysed, whereas in 1st order the distribution of the sixteen dinucleotides, and in 2nd order, the distribution of sixty-four trinucleotides are considered in the calculation of compositional differences.
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To go beyond that, the fractal nature [ 21] set by the consecutive scales that can be spanned by multi-order or fractal order segmentations [ 3, 17] has to be accommodated by the density estimation procedure.
In the setup and evaluation, the algorithm is divided into three parts and performed in the following order: the segmentation, the tracker, and the size measurement.
In order for segmentation methods to perform optimally, this heteroscedacity needs to be taken into account.
In order to measure segmentation success, the Dice coefficient was obtained as 89.3%.
Prior to imaging, we made sure that embryos did not touch each other in order to facilitate segmentation.
In order to enhance segmentation effect, the first step is image preprocessing which aims to enhance the contrast of the image.
In order to avoid segmentation errors, OCT measurements with signal strength (SS) below 5 were excluded (0: lowest SS; 10: highest SS).
In order to minimize segmentation bias, marks were defined to lie within the tumour margin not on the maximum cross-sectional area and readers were asked to delete the mark after lesion identification and before segmenting.
In order to assess segmentation errors at the periphery, RBDE scores were also recorded and calculated similarly for the peripheral regions 1.0 mm from the horizontal scan edge on both sides on all scans.
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CEO of Professional Science Editing for Scientists @ prosciediting.com