Where σ is the sigmoid function, 'W' are the weight matrices applied to the wide model and to the final activations of the deep models, 'a' are these final activations, φ(x) are the cross product transformations of the original features 'x', and , and 'b' is the bias term. In ...
In this study, we compare recently developed Meff methods and validate them by the permutation test with 10,000 random shuffles using two real GWAS data sets: an Illumina 1M BeadChip and an Affymetrix GeneChip Human Mapping 500K Array Set. Our results show that the simpleM method produces the...
If the address associative array is defined, the check_to_address subroutine is called to check for the validity of the user-specified address. In other words, the address has to be listed in the address file. This subroutine returns a TRUE or FALSE value. If the address is not valid, ...
Fig. 2: Transferability of previously reported loci from European ancestry discovery GWAS of MD to other ancestry groups. a, A Venn diagram showing the numbers of previously identified loci from European ancestry studies with evidence of transferability to the other ancestry/ethnic groups: African, ...
Our focus on Michaelis–Menten modeled kinetic properties is in part due to the enormous challenges that would be associated with growing such a wide array of AOA under the continuous cultivation conditions necessary to determine Monod kinetic properties. Based on whole cell kinetic properties, AOM ...
Carbon-based fine structure array, aggregate of carbon-based fine structures, use thereof and method for preparation thereof An aggregate of carbon-based fine structures in which a plurality of carbon-based fine structures are collected, wherein respective carbon-based fine structures are oriented in...
Large-scale analysis of antisense transcription in wheat using the Affymetrix GeneChip Wheat Genome Array. BMC Genomics. 2009;10:253. Article PubMed PubMed Central Google Scholar Wang X, Liu W, Chen X, Tang C, Dong Y, Ma J, Huang X, Wei G, Han Q, Huang L, et al. Differential ...
whereYijkis thekth observation for theith genotype;µis the overall mean;Giis the Genotype effect,Rjis the replication effect whileR/Bjkis the effect of blocks nested in replicates, respectively;εijkis the error term associated withYijk. ...
(due to differences in the array platforms EPIC 850K versus 450K). In FACS isolated glial tissue, alcohol use status (N = 29 cases,N = 29 controls) was associated withPRKCZmethylation (Supplementary TableS11). In neuronal tissue, alcohol use status (N = 29 cases,N = ...
The total volume of each sample was injected onto an Acquity UPLC BEH C18 column (2.1-mm inner diameter × 150 mm; 1.7-μm particle size) on an Acquity UPLC System with a diode array detector (Waters), and the peptides were eluted from the column using a linear gradient of 4...