[HTML][HTML] Machine and deep learning identified metabolites and clinical features associated with gallstone disease

NM Salem, KM Jack, H Gu, A Kumar, M Garcia… - Computer Methods and …, 2023 - Elsevier
Abstract Machine Learning (ML) algorithms can be used to analyze metabolomic expression
data to explore the association between metabolite expression and disease etiology. In this …

Genome-Wide Association Study of Gallstone Disease Identifies Novel Candidate Genomic Variants in a Latino Community of Southwest USA

A Arora, K Jack, AV Kumar, M Borad… - Journal of Racial and …, 2023 - Springer
Gallstone disease (GSD) is a prevalent health condition that impacts many adults and is
associated with presence of stones in gallbladder cavity that results in inflammation, pain …

Exploring Genetic and Neural Risk of Specific Reading Disability within a Nuclear Twin Family Case Study: A Translational Clinical Application

T Thomas, G Litwin, DJ Francis… - Journal of Personalized …, 2023 - mdpi.com
Imaging and genetic studies have characterized biological risk factors contributing to
specific reading disability (SRD). The current study aimed to apply this literature to a family …

[HTML][HTML] A data-fusion approach to identifying developmental dyslexia from multi-omics datasets

J Carrion, R Nandakumar, X Shi, H Gu, Y Kim… - bioRxiv, 2023 - ncbi.nlm.nih.gov
This exploratory study tested and validated the use of data fusion and machine learning
techniques to probe high-throughput omics and clinical data with a goal of exploring the …

Genetic and Demographic Predictors of Latent Reading Ability in Two Cohorts

HS Lancaster, V Dinu, J Li, JR Gruen… - medRxiv, 2021 - medrxiv.org
Reading ability is a complex skill requiring multiple proficiencies (eg, phonological
awareness, decoding, and comprehension). Reading ability has genetic and environmental …

Potential genetic biomarkers are found to be associated with both cognitive function and blood pressure: A bivariate genome-wide association analysis

L Zhang, W Wang, C Xu, H Duan, X Tian… - Mechanisms of Ageing …, 2022 - Elsevier
A bivariate genome-wide association study was conducted in 137 pairs of twins to explore
the shared genetic loci between cognition and blood pressure (BP). Before SNPs …

[PDF][PDF] Imaging Genetics Study of Specific Reading Disability: The Role of Semaphorin6d

C Thomas - 2021 - uh-ir.tdl.org
The current thesis focused on imaging genetics of specific reading disability (SRD), to better
understand the biological risk factors that contribute to SRD. Part 1 of the thesis was a …