Author details

Full Name

Yi-Hui Zhou

Affiliation

ORCID

Career Start Year

2011

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37505552	Integrative Chemical-Biological Grouping of Complex High Production Volume Substances from Lower Olefin Manufacturing Streams.		2023
37217389	Association of Pseudomonas aeruginosa infection stage with lung function trajectory in children with cystic fibrosis.	J Cyst Fibros	2023
37212427	Simultaneous modeling of multivariate heterogeneous responses and heteroskedasticity via a two-stage composite likelihood.		2023
36829725	Leveraging Scheme for Cross-Study Microbiome Machine Learning Prediction and Feature Evaluations.		2023
36921087	Genetic Modifiers of Cystic Fibrosis Lung Disease Severity: Whole-Genome Analysis of 7,840 Patients.	Am J Respir Crit Care Med	2023
35128485	Leveraging TOPMed imputation server and constructing a cohort-specific imputation reference panel to enhance genotype imputation among cystic fibrosis patients.	HGG Adv	2022
35899108	Correlation Analysis of Variables From the Atherosclerosis Risk in Communities Study.	Front Pharmacol	2022
35647563	Accounting for population structure in genetic studies of cystic fibrosis.	HGG Adv	2022
36348267	C3NA: correlation and consensus-based cross-taxonomy network analysis for compositional microbial data.	BMC Bioinformatics	2022
36006120	A Population-Based Human In Vitro Approach to Quantify Inter-Individual Variability in Responses to Chemical Mixtures.	Toxics	2022
36071064	A resource for integrated genomic analysis of the human liver.	Scientific Reports	2022
36198314	MagicalRsq: Machine-learning-based genotype imputation quality calibration.	Am J Hum Genet	2022
36055212	Identification and single-base gene-editing functional validation of a cis-EPO variant as a genetic predictor for EPO-increasing therapies.	Am J Hum Genet	2022
34393091	Comparing encounter-based and annualized chronic pseudomonas infection definitions in cystic fibrosis.	J Cyst Fibros	2022
34782259	Complete CFTR gene sequencing in 5,058 individuals with cystic fibrosis informs variant-specific treatment.	J Cyst Fibros	2022
34948986	Potential Human Health Hazard of Post-Hurricane Harvey Sediments in Galveston Bay and Houston Ship Channel: A Case Study of Using Bioactivity Data to Inform Risk Management Decisions.	International Journal of Environmental Research and Public Health	2021
34276792	ImputEHR: A Visualization Tool of Imputation for the Prediction of Biomedical Data.	Frontiers in Genetics	2021
33450301	Relationships between constituents of energy drinks and beating parameters in human induced pluripotent stem cell (iPSC)-Derived cardiomyocytes.	Food Chem Toxicol	2021
33165562	Risk Characterization of Environmental Samples Using In Vitro Bioactivity and Polycyclic Aromatic Hydrocarbon Concentrations Data.	Toxicological Sciences	2021
33400596	The COVID-19 Pandemic Vulnerability Index (PVI) Dashboard: Monitoring County-Level Vulnerability Using Visualization, Statistical Modeling, and Machine Learning.	Environ Health Perspect	2021
33392266	Systematic Comparisons for Composition Profiles, Taxonomic Levels, and Machine Learning Methods for Microbiome-Based Disease Prediction.	Frontiers in Molecular Biosciences	2020
33193632	Exploring the Limits of Combined Image/'omics Analysis for Non-cancer Histological Phenotypes.	Frontiers in Genetics	2020
31293616	A Review and Tutorial of Machine Learning Methods for Microbiome Host Trait Prediction.	Frontiers in Genetics	2019
31763041	Set-based differential covariance testing for genomics.	Stat	2019
29073327	Estimation of cis-eQTL effect sizes using a log of linear model.	Biometrics	2018
28853905	Airway Mucosal Host Defense Is Key to Genomic Regulation of Cystic Fibrosis Lung Disease Severity.	Am J Respir Crit Care Med	2018
28853138	Eigenvalue significance testing for genetic association.	Biometrics	2018
28452052	Computation of ancestry scores with mixed families and unrelated individuals.	Biometrics	2018
30174757	A two-stage hidden Markov model design for biomarker detection, with application to microbiome research.	Statistics in Biosciences	2018
30197785	A Zero-inflated Beta-binomial Model for Microbiome Data Analysis.	Stat	2018
30197552	A survey of high dimension low sample size asymptotics.	Australian and New Zealand Journal of Statistics	2018
29163636	A Pipeline for High-Throughput Concentration Response Modeling of Gene Expression for Toxicogenomics.	Frontiers in Genetics	2017
28973375	Editor's Highlight: Comparative Dose-Response Analysis of Liver and Kidney Transcriptomic Effects of Trichloroethylene and Tetrachloroethylene in B6C3F1 Mouse.	Toxicological Sciences	2017
28572753	Changes in vaginal community state types reflect major shifts in the microbiome.	Microb Ecol Health Dis	2017
28966789	A procedure to detect general association based on concentration of ranks.	Stat	2017
27907204	Homologous Recombination and Translesion DNA Synthesis Play Critical Roles on Tolerating DNA Damage Caused by Trace Levels of Hexavalent Chromium.	PLoS ONE	2016
26259845	Pathway analysis for RNA-Seq data using a score-based approach.	Biometrics	2016
26040912	The projack: a resampling approach to correct for ranking bias in high-throughput studies.	Biostatistics	2016
26417704	Genome-wide association meta-analysis identifies five modifier loci of lung disease severity in cystic fibrosis.	Nat Commun	2015
25792622	Hypothesis testing at the extremes: fast and robust association for high-throughput data.	Biostatistics	2015
25622337	Population-based in vitro hazard and concentration-response assessment of chemicals: the 1000 genomes high-throughput screening study.	Environ Health Perspect	2015
25611918	Metabolomic Evaluation of Neutrophilic Airway Inflammation in Cystic Fibrosis.	Chest	2015
25935004	Epigenome-wide association study (EWAS) of BMI, BMI change and waist circumference in African American adults identifies multiple replicated loci.	Hum Mol Genet	2015
25640674	Gene expression in transformed lymphocytes reveals variation in endomembrane and HLA pathways modifying cystic fibrosis pulmonary phenotypes.	Am J Hum Genet	2015
26039340	Identification of novel gene targets and putative regulators of arsenic-associated DNA methylation in human urothelial cells and bladder cancer.	Chemical Research in Toxicology	2015
24518055	Physiologically based pharmacokinetic (PBPK) modeling of interstrain variability in trichloroethylene metabolism in the mouse.	Environmental Health Perspectives	2014
24169490	Cadmium exposure and the epigenome: Exposure-associated patterns of DNA methylation in leukocytes from mother-baby pairs.	Epigenetics	2014
24728292	Heritability and genomics of gene expression in peripheral blood.	Nat Genet	2014
25210205	Space Time Clustering and the Permutation Moments of Quadratic Form.		2013
24489615	Single Nucleotide Polymorphism (SNP) Detection and Genotype Calling from Massively Parallel Sequencing (MPS) Data.	Stat Biosci	2013