Attacking the opioid epidemic: Determining the epistatic and pleiotropic genetic architectures for chronic pain and opioid addiction
We describe the CoMet application for large-scale epistatic Genome-Wide Association
Studies (eGWAS) and pleiotropy studies. High performance is attained by transforming the …
Studies (eGWAS) and pleiotropy studies. High performance is attained by transforming the …
A fast and exhaustive method for heterogeneity and epistasis analysis based on multi-objective optimization
X Li - Bioinformatics, 2017 - academic.oup.com
Motivation The existing epistasis analysis approaches have been criticized mainly for
their:(i) ignoring heterogeneity during epistasis analysis;(ii) high computational costs; and …
their:(i) ignoring heterogeneity during epistasis analysis;(ii) high computational costs; and …
High-performance epistasis detection in quantitative trait GWAS
NT Weeks, GR Luecke, BM Groth… - … Journal of High …, 2018 - journals.sagepub.com
epiSNP is a program for identifying pairwise single nucleotide polymorphism (SNP)
interactions (epistasis) in quantitative-trait genome-wide association studies (GWAS). A …
interactions (epistasis) in quantitative-trait genome-wide association studies (GWAS). A …
Exploring the binary precision capabilities of tensor cores for epistasis detection
Genome-wide association studies are performed to correlate a number of diseases and
other physical or even psychological conditions (phenotype) with substitutions of …
other physical or even psychological conditions (phenotype) with substitutions of …
Parallel accelerated vector similarity calculations for genomics applications
The surge in availability of genomic data holds promise for enabling determination of
genetic causes of observed individual traits, with applications to problems such as discovery …
genetic causes of observed individual traits, with applications to problems such as discovery …
Retargeting tensor accelerators for epistasis detection
The substitution of nucleotides at specific positions in the genome of a population, known as
single-nucleotide polymorphisms (SNPs), has been correlated with a number of important …
single-nucleotide polymorphisms (SNPs), has been correlated with a number of important …
Proposal of Smith-Waterman algorithm on FPGA to accelerate the forward and backtracking steps
In bioinformatics, alignment is an essential technique for finding similarities between
biological sequences. Usually, the alignment is performed with the Smith-Waterman (SW) …
biological sequences. Usually, the alignment is performed with the Smith-Waterman (SW) …
Fourth-order exhaustive epistasis detection for the xPU Era
The investigation of highly-efficient parallel algorithms targeting modern heterogeneous
systems can provide bioinformaticians new mechanisms to find relations between genetics …
systems can provide bioinformaticians new mechanisms to find relations between genetics …
SpEpistasis: A sparse approach for three-way epistasis detection
Epistasis detection is a fundamental application in the areas of bioinformatics and
biomedicine, providing important insights regarding the relationship between the human …
biomedicine, providing important insights regarding the relationship between the human …
Accelerating 3-way epistasis detection with CPU+ GPU processing
Abstract A Single Nucleotide Polymorphism (SNP) is a DNA variation occurring when a
single nucleotide differs between individuals of a species. Some conditions can be …
single nucleotide differs between individuals of a species. Some conditions can be …