Evolutionary Machine Learning Powered by Genetics Algorithm for IoT-Specific Health Monitoring of Agriculture Vehiclesdoi:10.1007/978-981-16-3128-3_12This chapter illustrates the role of evolutionary optimizatio
increased gene expression data. There are several statistical tools available to interpret omics data from transcriptomes. The first step in analyzing transcriptomics data is reducing the dimensionality of the data. The most commonly used statistical algorithm for this purpose is principal component analysi...
Finally, the algorithm Lefse v 1.1.2 was utilized to compare the expression of microbial pathways predicted by PICRUSt2 between genotypes and strains. Spearman correlation coefficients were calculated to evaluate the association between fatty acids and bacterial taxa; p-values were corrected for ...
PacBio reads were assembled using HGAP (version included in smrtpipe 2.3.0), the assembly was polished using the Quiver algorithm (SMRT Analysis v2.3.0) and then the SSPACE-LongRead (v1.1) program scaffolded the contigs when links were found (Supplementary Table 1). MiSeq reads were also...
Mind Algorithm, G.O.A.T. Mind COVID-19 Vaccinations, G.O.A.T. Mind COVID-19 Vaccines, Gatekeeping, Gender, Gender Archetypes, Gender Confusion, Gender Fin, Gender Fin Merkaba, Gender Identity, Gender Polarities, Gender Principle, Gender Principle in Creation, Gender Principles, Gender Role...
Deep learning algorithm has been developed based on image recognition to distinguish wet AMD and normal macula with high accuracy. Currently, anti-vascular endothelial growth factor (VEGF) therapy is highly effective at treating wet AMD. Several new generation AMD drugs and iPSC-derived RPE cell ...
By adopting K-clustering algorithm using centroid distance method under Indostat Statistical package the 255 accessions were grouped into 22 clusters based on 19 descriptors. From each group a 10 per cent sample size was randomly selected as core entries. Molecular Markers / DNA Fingerprinting: ...
including COVID-19 Human Genome Initiatives (HGI), have nominated host susceptibility genes3,4,5. However, the vast majority of existing studies have been carried out on European populations. Considering the global diversity of COVID-19 severity, COVID-19 host genetic analysis in non-European pe...
In addition, FDR analysis using the Ben- jamini-Hochberg algorithm did not retain any genes with significantly altered expression. Because FDR analysis may be too stringent for genes with low-level expression, we next determined if any of the 121 genes found to have altered expression without ...
Congenital heart disease (CHD) is the most prevalent human birth defect and remains a leading cause of mortality in childhood. Although advancements in surgical and medical interventions have significantly reduced mortality rates among infants with critical CHDs, many survivors experience substantial cardiac...