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We can improve the accuracy by iterative corrections as follows.
As before, the approximate solution of (16) can attain better accuracy by iterative corrections.
The iterative corrections greatly help refine the solution to better accuracy.
Iterative corrections can make significant improvements in a genetic map based on the principle that double recombinants in a short genetic distance are unlikely events.
Similar(56)
Here, we describe a novel algorithm (Iterative Correction of Reference Nucleotides) that iteratively aligns deep coverage of short sequencing reads to correct errors in reference genome sequences and evaluate their accuracy.
Similarly, HiC-Lib comprises a set of Python scripts for drawing corrected contact heatmaps, only this technique uses an iterative correction algorithm so that potential biases do not need to be identified prior to processing.
The Illumina reads from the second sample were mapped to the assembly using SMALT [ 45], then the assembly sequence was modified based on the mapped reads using Iterative Correction of Reference Nucleotides (iCORN) [ 46] with four iterations, resulting in the correction of 1 SNP and 88 indels.
Iterative Correction of Reference Nucleotide (ICORN) [ 32] was then used to correct single-base errors and small insertions and deletions of up to 3 bp.
Imakaev, M. et al. Iterative correction of Hi-C data reveals hallmarks of chromosome organization.
Nonetheless, the patterns are becoming more susceptible to empiricism — to a science of surveillance, analysis, and iterative correction.
Then an adaptive term according to the local variance of iterative correction image is designed to evaluate the ringing artifacts.
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