Search Results - "DeWan, Andrew Thomas"

A new method for exploring gene-gene and gene-environment interactions in GWAS with tree ensemble methods and SHAP values by Johnsen, Pål V, Riemer-Sørensen, Signe, DeWan, Andrew Thomas, Cahill, Megan E, Langaas, Mette

“…The identification of gene-gene and gene-environment interactions in genome-wide association studies is challenging due to the unknown nature of the…”
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Inferring feature importance with uncertainties with application to large genotype data by Johnsen, Pål Vegard, Strümke, Inga, Langaas, Mette, DeWan, Andrew Thomas, Riemer-Sørensen, Signe

“…Estimating feature importance, which is the contribution of a prediction or several predictions due to a feature, is an essential aspect of explaining…”
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Preimplantation genetic testing for aneuploidy: challenges in clinical practice by Yang, Hui, DeWan, Andrew Thomas, Desai, Mayur M, Vermund, Sten H

“…Preimplantation genetic testing for aneuploidy (PGT-A) has been used widely during in vitro fertilization procedures in assisted reproductive centers…”
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Genome-Wide Linkage Analysis of the Risk of Contracting a Bloodstream Infection in 47 Pedigrees Followed for 23 Years Assembled From a Population-Based Cohort (the HUNT Study) by Rogne, Tormod, Damås, Jan Kristian, Solligård, Erik, DeWan, Andrew Thomas

“…OBJECTIVES:Bloodstream infection is an important cause of death worldwide. The main objective of this study was to identify genetic loci linked to risk of…”
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Saddlepoint approximations to score test statistics in logistic regression for analyzing genome‐wide association studies by Johnsen, Pål V., Bakke, Øyvind, Bjørnland, Thea, DeWan, Andrew Thomas, Langaas, Mette

“…We investigate saddlepoint approximations of tail probabilities of the score test statistic in logistic regression for genome‐wide association studies. The…”
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The Role of FER rs4957796 in the Risk of Developing and Dying from a Bloodstream Infection: A 23-Year Follow-up of the Population-based Nord-Trøndelag Health Study by Rogne, Tormod, Damås, Jan Kristian, Flatby, Helene Marie, Åsvold, Bjørn Olav, DeWan, Andrew Thomas, Solligård, Erik

“…Abstract Background Bloodstream infection and sepsis are major causes of health loss worldwide, and it is important to identify patients at risk of developing…”
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Mendelian randomization study of birthweight, gestational age, and risk of childhood acute lymphoblastic leukemia by Rogne, Tormod, DeWan, Andrew Thomas, Metayer, Catherine, Wiemels, Joseph L., Ma, Xiaomei

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Rates of Neuropsychiatric Disorders and Gestational Age at Birth in a Danish Population by Xia, Yuntian, Xiao, Jingyuan, Yu, Yongfu, Tseng, Wan-Ling, Lebowitz, Eli, DeWan, Andrew Thomas, Pedersen, Lars Henning, Olsen, Jorn, Li, Jiong, Liew, Zeyan

“…(Abstracted from JAMA Network Open 2021;4:e2114913) Gestational age (GA) is associated with brain growth and development. When the duration of gestation is not…”
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Rates of Neuropsychiatric Disorders and Gestational Age at Birth in a Danish Population by Xia, Yuntian, Xiao, Jingyuan, Yu, Yongfu, Tseng, Wan-Ling, Lebowitz, Eli, DeWan, Andrew Thomas, Pedersen, Lars Henning, Olsen, Jørn, Li, Jiong, Liew, Zeyan

“…Nonoptimal gestational durations could be associated with neurodevelopmental disabilities, yet evidence regarding finer classification of gestational age and…”
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Saddlepoint approximations in binary genome-wide association studies by Johnsen, Pål Vegard, Bakke, Øyvind, Bjørnland, Thea, DeWan, Andrew Thomas, Langaas, Mette

“…We investigate saddlepoint approximations applied to the score test statistic in genome-wide association studies with binary phenotypes. The inaccuracy in the…”
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Inferring feature importance with uncertainties in high-dimensional data by Johnsen, Pål Vegard, Strümke, Inga, Riemer-Sørensen, Signe, DeWan, Andrew Thomas, Langaas, Mette

“…Estimating feature importance is a significant aspect of explaining data-based models. Besides explaining the model itself, an equally relevant question is…”
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