Yun Joo Yoo
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Explore the profile of Yun Joo Yoo including associated specialties, affiliations and a list of published articles.
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23
Citations
348
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Recent Articles
1.
Yavartanoo F, Brossard M, Bull S, Paterson A, Yoo Y
Genet Epidemiol
. 2025 Mar;
49(3):e70005.
PMID: 40022577
For genetic association analysis based on multiple SNP regression of genotypes obtained by dense DNA sequencing or array data imputation, multi-collinearity can be a severe issue causing failure to fit...
2.
Yoon J, Gweon G, Yoo Y
PLoS One
. 2024 Jan;
19(1):e0296464.
PMID: 38180999
Over recent decades, machine learning, an integral subfield of artificial intelligence, has revolutionized diverse sectors, enabling data-driven decisions with minimal human intervention. In particular, the field of educational assessment emerges...
3.
Kim S, Brossard M, Roshandel D, Paterson A, Bull S, Yoo Y
Bioinformatics
. 2019 May;
35(21):4419-4421.
PMID: 31070701
Summary: For the analysis of high-throughput genomic data produced by next-generation sequencing (NGS) technologies, researchers need to identify linkage disequilibrium (LD) structure in the genome. In this work, we developed...
4.
Kim S, Cho C, Kim S, Bull S, Yoo Y
Bioinformatics
. 2017 Oct;
34(3):388-397.
PMID: 29028986
Motivation: Linkage disequilibrium (LD) block construction is required for research in population genetics and genetic epidemiology, including specification of sets of single nucleotide polymorphisms (SNPs) for analysis of multi-SNP based...
5.
Kim S, Yoo Y
Genomics Inform
. 2017 Feb;
14(4):196-204.
PMID: 28154511
Many researchers have found that one of the most important characteristics of the structure of linkage disequilibrium is that the human genome can be divided into non-overlapping block partitions in...
6.
Yoo Y, Sun L, Poirier J, Paterson A, Bull S
Genet Epidemiol
. 2016 Nov;
41(2):108-121.
PMID: 27885705
By jointly analyzing multiple variants within a gene, instead of one at a time, gene-based multiple regression can improve power, robustness, and interpretation in genetic association analysis. We investigate multiple...
7.
Yoo Y, Kim S, Bull S
Biomed Res Int
. 2015 Sep;
2015:852341.
PMID: 26346579
Gene-based analysis of multiple single nucleotide polymorphisms (SNPs) in a gene region is an alternative to single SNP analysis. The multi-bin linear combination test (MLC) proposed in previous studies utilizes...
8.
Yoo Y, Sun L, Bull S
Front Genet
. 2013 Nov;
4:233.
PMID: 24273553
Multi-marker methods for genetic association analysis can be performed for common and low frequency SNPs to improve power. Regression models are an intuitive way to formulate multi-marker tests. In previous...
9.
Kim H, Yoo Y, Ju Y, Lee S, Cho S, Sung J, et al.
Obesity (Silver Spring)
. 2013 Jul;
21(11):2405-12.
PMID: 23818313
Objective: Although genome-wide association studies (GWAS) have substantially contributed to understanding the genetic architecture, unidentified variants for complex traits remain an issue. One of the efficient approaches is the improvement...
10.
Park H, Kim H, Lee S, Yoo Y, Ju Y, Lee J, et al.
Kidney Int
. 2012 Dec;
83(2):285-92.
PMID: 23254893
The estimated glomerular filtration rate is a well-known measure of renal function and is widely used to follow the course of disease. Although there have been several investigations establishing the...