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Author Details
Full Name
Hongyu Zhao
Affiliation
Yale University
ORCID
Career Start Year
1995
Papers
570
H Index
83
Expertise
CM4AI Collaborator
Wade Schulz (CM4AI)
PMID
Paper Title
Journal Title
Published Year
35338489
Clustering high-dimensional data via feature selection.
Biometrics
2023
38077048
A Bayesian Approach to Correcting the Attenuation Bias of Regression Using Polygenic Risk Score.
bioRxiv
2023
37709241
Genomic evidence of sex chromosome aneuploidy and infection-associated genotypes in the tsetse fly Glossina fuscipes, the major vector of African trypanosomiasis in Uganda.
Infect Genet Evol
2023
37523391
A statistical framework to identify cell types whose genetically regulated proportions are associated with complex diseases.
PLoS Genet
2023
37563115
Cell-type-specific co-expression inference from single cell RNA-sequencing data.
Nat Commun
2023
37461438
An epigenetic clock for gestational age based on human umbilical vein endothelial cells from a diverse population of newborns.
Res Sq
2023
37292770
Insights into human health from phenome- and genome-wide analyses of UK Biobank retinal optical coherence tomography phenotypes.
medRxiv
2023
37193511
Conditional Functional Graphical Models.
J Am Stat Assoc
2023
36993588
Genetic dysregulation of an endothelial Ras signaling network in vein of Galen malformations.
bioRxiv
2023
37085916
Author Correction: mbDenoise: microbiome data denoising using zero-inflated probabilistic principal components analysis.
Genome Biol
2023
36949957
<i>TP53-</i>mediated clonal hematopoiesis confers increased risk for incident atherosclerotic disease.
Nat Cardiovasc Res
2023
37387791
Quantitative DNA Repair Biomarkers and Immune Profiling for Temozolomide and Olaparib in Metastatic Colorectal Cancer.
Cancer Res Commun
2023
37055164
Early breast cancer risk detection: a novel framework leveraging polygenic risk scores and machine learning.
J Med Genet
2023
37344825
Integrative multi-omics analysis reveals novel idiopathic pulmonary fibrosis endotypes associated with disease progression.
Respir Res
2023
37284538
Predicting Breast Cancer Risk for Women Veterans of African Ancestry in the Million Veteran Program.
Health Equity
2023
37147289
Multi-trait genome-wide association analyses leveraging alcohol use disorder findings identify novel loci for smoking behaviors in the Million Veteran Program.
Transl Psychiatry
2023
37013615
Estimation on risk of spontaneous abortions by genomic disorders from a meta-analysis of microarray results on large case series of pregnancy losses.
Mol Genet Genomic Med
2023
37207929
eQTL studies: from bulk tissues to single cells.
J Genet Genomics
2023
36967791
Polycystic ovary syndrome and 25-hydroxyvitamin D: A bidirectional two-sample Mendelian randomization study.
Front Endocrinol (Lausanne)
2023
37398263
Tuning Parameters for Polygenic Risk Score Methods Using GWAS Summary Statistics from Training Data.
Res Sq
2023
36882394
OTTERS: a powerful TWAS framework leveraging summary-level reference data.
Nat Commun
2023
36880644
Live imaging reveals chromatin compaction transitions and dynamic transcriptional bursting during stem cell differentiation in vivo.
Elife
2023
36911699
NLRP6 deficiency expands a novel CD103<sup>+</sup> B cell population that confers immune tolerance in NOD mice.
Front Immunol
2023
36460009
SDPRX: A statistical method for cross-population prediction of complex traits.
Am J Hum Genet
2023
36762557
Whole-Exome Sequencing Analyses Support a Role of Vitamin D Metabolism in Ischemic Stroke.
Stroke
2023
36702900
Massively parallel knock-in engineering of human T cells.
Nat Biotechnol
2023
36631398
A novel Bayesian framework for harmonizing information across tissues and studies to increase cell type deconvolution accuracy.
Brief Bioinform
2023
36414418
Cell Cycle and Senescence Regulation by Podocyte Histone Deacetylase 1 and 2.
J Am Soc Nephrol
2023
36410685
Outcomes Stratification of Head and Neck Cancer Using Pre- and Post-treatment DNA Methylation From Peripheral Blood.
Int J Radiat Oncol Biol Phys
2023
36928559
A genome-wide association study of frailty identifies significant genetic correlation with neuropsychiatric, cardiovascular, and inflammation pathways.
Geroscience
2023
36222594
MIF is a common genetic determinant of COVID-19 symptomatic infection and severity.
QJM
2023
36216496
Integrative analyses for the identification of idiopathic pulmonary fibrosis-associated genes and shared loci with other diseases.
Thorax
2023
34718406
MZINBVA: variational approximation for multilevel zero-inflated negative-binomial models for association analysis in microbiome surveys.
Brief Bioinform
2022
35653334
A multi-population phenome-wide association study of genetically-predicted height in the Million Veteran Program.
PLoS Genet
2022
35771600
ResPAN: a powerful batch correction model for scRNA-seq data through residual adversarial networks.
Bioinformatics
2022
35706040
SCADIE: simultaneous estimation of cell type proportions and cell type-specific gene expressions using SCAD-based iterative estimating procedure.
Genome Biol
2022
35674826
The immunology of Parkinson's disease.
Semin Immunopathol
2022
35640977
VOC-alarm: mutation-based prediction of SARS-CoV-2 variants of concern.
Bioinformatics
2022
35666111
Quantifying concordant genetic effects of de novo mutations on multiple disorders.
Elife
2022
35460704
Whole-exome sequencing reveals damaging gene variants associated with hypoalphalipoproteinemia.
J Lipid Res
2022
35363784
Non-linear archetypal analysis of single-cell RNA-seq data by deep autoencoders.
PLoS Comput Biol
2022
35787050
Mendelian randomization for causal inference accounting for pleiotropy and sample structure using genome-wide summary statistics.
Proc Natl Acad Sci U S A
2022
35488087
Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans.
Commun Biol
2022
35421325
Leveraging LD eigenvalue regression to improve the estimation of SNP heritability and confounding inflation.
Am J Hum Genet
2022
35514182
A Markov random field model-based approach for differentially expressed gene detection from single-cell RNA-seq data.
Brief Bioinform
2022
35619648
Modified Banxia Xiexin Decoction Ameliorates Polycystic Ovarian Syndrome With Insulin Resistance by Regulating Intestinal Microbiota.
Front Cell Infect Microbiol
2022
35482673
A Phenome-Wide Association Study of genes associated with COVID-19 severity reveals shared genetics with complex diseases in the Million Veteran Program.
PLoS Genet
2022
37089275
Variance Estimation and Confidence Intervals from Genome-wide Association Studies Through High-dimensional Misspecified Mixed Model Analysis.
J Stat Plan Inference
2022
36583014
Benchmarking automated cell type annotation tools for single-cell ATAC-seq data.
Front Genet
2022
36474154
An unbiased kinship estimation method for genetic data analysis.
BMC Bioinformatics
2022
1 - 50 of 570
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