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Innovative methods for investigating the genetic architecture of complex human traits
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Novel Machine Learning Methods for Genomic Data Analysis
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Unraveling the Impact of Fuzzy Similarity Algorithms on Missing Data Imputation of Heart Bypass Surgery Cohort
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Evaluating the Association of COVID-19 Vaccination and New-Onset Diabetes as an Outcome
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A Bayesian Hierarchical Excess Mortality Model to Assess the Total Impact of COVID-19 on Opioid Users
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Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes
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Analysis of Simultaneous Eye-tracking and fMRI Data Collected in Children with ASD
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Investigating Missing Data Mechanisms in Substance Abuse Research: Analyzing the Missing-Not-At-Random (MNAR) Pattern of ‘Return to Use’ Data
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Assessing the Impact of Misclassification in Case-Control Studies: An Examination of Bayesian Credible Intervals
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Estimation of Cognitive Ability in Longitudinal IRT using Univariate Composite Likelihood: Application to the Emory Healthy Brain Study
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Identification of Spatially Variable Genes (SVGs)
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Machine learning for estimating and comparing clinical rules for treating diarrheal illness with antibiotics
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Correlation between biomarkers associated with Alzheimer's disease and the cognitive practice effect
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Spatial Associations between Measures of Public Transportation and Diabetic Foot Ulcer Outcomes in the State of Georgia – 2016-2019
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Identify Unique Subtypes in Recurrent Major Depression Disorder
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Kidney Function: Outdoor vs. Indoor Hispanic Agricultural Workers
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A Density Ratio Super Learner
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Evaluation of Missing Data and Imputation Methods in Environmental Mixtures Analyses using Weighted Quantile Sum regression and Quantile g-computation
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Efficient quantification of pattern similarity between spatial genomics and cell morphology
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Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational Studies and Randomized Trials
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Statistical Methods for Disease Surveillance Based on Multiple Data Streams
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Advances in Causal Inference to Support Vaccine Development and Evaluation
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New Statistical Methods for Analyzing Microbiome Data
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Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status
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Deciphering the Cell Type Specific Activities from High-throughput Omics Data
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Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes
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Association Study between Diseases and Human Tissue-Specific Epigenomes
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Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations
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Genome-wide TWAS of brain and blood tissues identifies novel risk genes for Alzheimer’s disease dementia
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Exploring the Genetics and Biological Pathways of Obesity through Computational Biology and Statistical Approaches
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Statistical methods for modeling the association between repeated measures of hemoglobin during pregnancy and adverse birth outcomes
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Multi-tissue differential expression analyses between proxy case and control samples
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Using Negative Exposures to Partially Control for Unmeasured Confounders in Time-Series Analysis of Air Pollution and Health
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Investigation of predictability of photo images from different anatomic regions for detecting anemia among preterm infants
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Clustering the Liver Measures of Women Living with HIV
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Iron Biomarker Profiles and Prediction of Iron Deficiency Anemia among Women of Reproductive Age in the US
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A benchmark of rare cell type detection methods for single-cell RNA sequencing data
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Bias in Vaccine Effectiveness Estimation Under Changing Testing Probabilities When Using the Test-Negative Design
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Selection bias and permutation tests in fMRI
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Adjusting for selective attrition in a longitudinal study assessing the rate of cognitive decline
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Potential biomarkers for ALS/FTD as a consequence of TDP-43 loss of function
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Association between drug usage time and gene expression-based pathway score in HNSCC patients
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Dynamic prediction of survival status in patients undergoing cardiac catheterization using a joint modeling approach
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Evaluating the performance of maximum likelihood estimation in a discriminant function framework to account for non-detectable exposure measurements in matched case-control studies
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Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegative Matrix Factorization
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Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems
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Associations between short-term exposure to ambient air pollution and emergency department visits for cardiovascular diseases in thirteen U.S. cities
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Statistical Methods for Analyzing Microbiome Data
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Probabilistic clustering of complex biomarker data for Alzheimer’s Disease
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Statistical Methods for Analyzing Compositional Human Microbiome Data
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Statistical Methods for Mediation Analysis of Omics Data
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Brain Network-Based Statistical Approaches for Neuroimaging Data
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Prediction Approaches for High-dimensional and Complex Neuroimaging Data
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Improvements in statistical machine learning for current problems in public health
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Prediction of CBC Hemoglobin Levels for Preterm Infants: Evaluation of Anatomic Regions for Smartphone Photos
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Correlation analysis between MRI brain image and gene expression using ADNI data.
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Integrate Proteomics Data with GWAS Summary data for Studying Alzheimer’s Disease by Nonparametric Bayesian Method
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Time-series Analysis of Seasonal Influenza Activity and Preterm Birth in Atlanta, Georgia from 2010 to 2015
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Bayesian Functional Genome-wide Association Study using Standardized Individual-level and Summary-level GWAS Data
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Relaxed Conditional Bootstrap Inference for Sparse Data Under a Rectangular Array Embedding
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Ambient Air Pollution Estimation Using Bayesian Hierarchical Models
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Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors
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Flexible Methods to Incorporate Covariates in Latent Class Analysis
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New Statistical Methods for Complex Survival Analysis Problems
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Latent Class Methods for Complex Chronic Disease Data
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Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis
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The effect of ambient air pollution on term birth weight and preterm birth in Kansas, 2005-2013
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Comparing Methods to Handle Missing Data in the Estimation of Population Attributable Factors of Anemia in Preschool Children
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The Application of Spatial Regression Analysis in Examining the Relationship Between Drinking Water Contaminants and Cancer Incidence Rates in Iowa and Illinois
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The Confounders Imbalance vs. Choices between Multiple Regression and Propensity Score Approaches
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Preterm birth, stillbirth and ambient air pollution in Georgia, 2006 to 2013
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Statistical Inference Concerning Minimal Mortality of Patients with Congenital Heart Defects after Surgical Repair
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Transcriptome Sequencing of Peripheral Blood Reveals Distinct Expression Landscapes of COVID-19 and MIS-C Patients
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TIGAR-V2 with nonparametric Bayesian eQTL weights estimated from GTEx V8 & Leveraging multiple reference panels to improve TWAS power by ensemble machine learning
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Approaches to Harmonizing Two Functional Assessment Instruments in a Longitudinal Data Set of Aging Adults in the Unites States
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Exploration of Normalization Methods on Bulk RNA-seq Data and Single-cell RNA-seq Data
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Evaluation of color space transformations in separating anemia vs control subjects
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Heritability Analysis of individual-level pathway scores in GTEx samples
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EDClust: An EM-MM hybrid method for cell clustering in population-level single cell RNA sequencing
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Evaluation of the impact of DNA Sequence Variations on in vivo Transcription Factor Binding Affinity
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Design Strategies for Studies Using Logistic Regression to Analyze Data on Pooled Samples
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Machine Learning-based Prediction of the Three Drugs Combination Synergy
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Statistical Methods for Brain Network Estimation
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Estimating Optimal Inpatient Treatment for Type 2 Diabetes
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Statistical Methods for Spatial Data in Public Health
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Risk Stratification for Overall Survival among Metastatic Prostate Cancer Patients Treated by ADT as the First Line Treatment
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Estimates of Influenza Vaccine Effectiveness from Observational Studies
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Analysis of age, tumor-sidedness, and mismatch repair (MMR) gene with response to immune checkpoint inhibitors (ICIs) in MMR-deficient (dMMR) colorectal cancer (CRC) patients (pts): A multi-institutional study
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A Propensity Score Matching Analysis of Selected Maternal Sexually Transmitted Diseases and Preterm Birth in the United States, 2016 to 2018
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Whole-blood transcriptional signatures of different severity profiles in patients with influenza A H1N1 infection
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Trends of authorship equity in global health research in infectious disease over the past two decades
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Effect of Surveillance Imaging in Relapse Detection on Survival of Patients with Follicular Lymphoma
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The Effect of Radiation on Overall Survival among Metastatic Prostate Cancer Patients treated by ADT as the first-line treatment
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Genome-wide DNA methylation profile change in cancer cell lines under stresses
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Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease
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Evaluating Statistical Approaches to Model Multi-Pollutant Mixtures on Common Bottlenose Dolphin (Tursiops Truncatus) Health Along the Eastern Coast of Florida and South Carolina
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Variable Selection of Neuroimaging Features in Mild Cognitive Impairment
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Powerful variance-component method for TWAS identifies novel and known risk genes for Alzheimer’s dementia
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Sub-tissue type eQTL analysis of GTEx data
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Genotype prediction based on the gene expression data using Random Forest
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