Statistical Method for Studying Genome-Wide Interaction and the Natural History of Alzheimer’s Disease

Recovering Tumor Subtypes and Aneuploidy Patterns in Prostate Cancer Using Spatial Transcriptomics

Multi-task learning of cognitive functions using brain connectome data

Bayesian Classification with Split-and-merge Gaussian Process (SMGP) Prior in EEG-based Brain-Computer Interfaces

Assessing Racial Disparities in Healthcare Expenditures Using Causal Path-Specific Effects

Estimating County-Level Opioid-Related Mortality in Georgia Using a Bayesian Conditional Autoregressive Model

Bias Correction under Measurement Error: A Comparative Study of Extrapolation Strategies in the SIMEX Framework

An Adaptive Bayesian Calibration Approach with Reduced Training Effort in P300 ERP-Based Brain-Computer Interfaces

Systematic Evaluation of Spatial Transcriptomics Alignment Methods

Joint Angle Gait Features Outperform Scalar Gait Metrics in Differentiating Parkinson’s Disease from Essential Tremor

Cell-type-specific Transcriptomic-wide Association Studies Detected 80 Independent Risk Genes for Alzheimer’s Disease Dementia

A Phenome-Wide Association Studies in a GWAS with application to the UK Biobank

AI-driven Models with Effective Feature Selection Accurately Predict ICU Admission after Laparoscopic Cholecystectomy

Surveilling Spatially Concentrated Disease Patterns: A Bayesian Approach to Understanding Tuberculosis in the United States

LARGE EXOME SEQUENCING STUDY ANALYZING X-LINKED VARIATION IN AUTISM SPECTRUM DISORDER

Innovative methods for investigating the genetic architecture of complex human traits

Novel Machine Learning Methods for Genomic Data Analysis

Estimating Population Parameters of Fatal Police Shootings in America

Transcriptomic Changes in Fontan Surgery Sheep Models and a Novel miRNA-mRNA Interaction Analysis

Omniscience in Adversarial Causal Inference: Implications for Balancing Estimators of Average Treatment Effects

A Study on the Relationship of the Core and Accessory Genome in S. aureus

Unraveling the Impact of Fuzzy Similarity Algorithms on Missing Data Imputation of Heart Bypass Surgery Cohort

Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes

Investigating Missing Data Mechanisms in Substance Abuse Research: Analyzing the Missing-Not-At-Random (MNAR) Pattern of ‘Return to Use’ Data

Spatial Associations between Measures of Public Transportation and Diabetic Foot Ulcer Outcomes in the State of Georgia – 2016-2019

Autism and Gender Variance Co-Occurrence Rates: A Survey Analysis

Urinary RNA Biomarkers in Extracellular Vesicles from Post-DRE Urine to Predict Aggressive Prostate Cancer

The Relationship Between the Immunogenicity and Reactogenicity of a Seasonal Influenza Vaccine Delivered by Microneedle Patch or Hypodermic Needle

Applying an Automated Radiation Therapy Volume Analysis Pipeline to Determine the Utility of Spectroscopic MRI-guided Adaptive Radiation Therapy for Glioblastoma

Statistical Methods for Disease Surveillance Based on Multiple Data Streams

Advances in Causal Inference to Support Vaccine Development and Evaluation

Identification of Modifying Genes Associated with Fragile X Disorders Using TWAS

New Statistical Methods for Analyzing Microbiome Data

Cell type identification in single-cell genomics and its applications

Deciphering the Cell Type Specific Activities from High-throughput Omics Data

Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes

Response kinetics of IgG antibodies against SARS-CoV-2 targets: comparing vaccinated and non-vaccinated US clinical patients through linear analysis of Binding Antibody Units

Assessing the role of inflammation on iron biomarkers in school-age children and adolescents, the BRINDA project

Association Study between Diseases and Human Tissue-Specific Epigenomes

Genome-wide TWAS of brain and blood tissues identifies novel risk genes for Alzheimer’s disease dementia

Detecting Human Adaptations in Populations of the Andean Highlands

Characterizing the Molecular Mechanisms Underlying the Health Effects of Fine Particulate Matters among Susceptible Populations via Multi-Omics Analysis

Exploring the Genetics and Biological Pathways of Obesity through Computational Biology and Statistical Approaches

Statistical methods for modeling the association between repeated measures of hemoglobin during pregnancy and adverse birth outcomes

Multi-tissue differential expression analyses between proxy case and control samples

Developing enrichment analyzing methods at sub-cell type level to generate novel insights on complex disease pathogenesis

Iron Biomarker Profiles and Prediction of Iron Deficiency Anemia among Women of Reproductive Age in the US

Multi-task Multi-sensor Framework for Assessing Health Effects of Heat Exposure with Medical Sensors

A benchmark of rare cell type detection methods for single-cell RNA sequencing data

Bias in Vaccine Effectiveness Estimation Under Changing Testing Probabilities When Using the Test-Negative Design

Selection bias and permutation tests in fMRI

Adjusting for selective attrition in a longitudinal study assessing the rate of cognitive decline

Potential biomarkers for ALS/FTD as a consequence of TDP-43 loss of function

Association between drug usage time and gene expression-based pathway score in HNSCC patients

Dynamic prediction of survival status in patients undergoing cardiac catheterization using a joint modeling approach

Developing a Method for Circulating Tumor Cell Detection in Pediatric Medulloblastoma: Correlations with Metastatic Status and Prognostic Factors

Statistical Methods for Analyzing Microbiome Data

Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

Statistical Methods for Analyzing Compositional Human Microbiome Data

Disease Risk annotation of Genomic and Epigenomic Variants using Machine Learning Approaches

COVID-19 and the Eye: Systemic and Laboratory Risk Factors for Retinopathy and Detection of Tear Film SARS-CoV-2 RNA with a Triplex RT-PCR assay

Brain Network-Based Statistical Approaches for Neuroimaging Data

Prediction Approaches for High-dimensional and Complex Neuroimaging Data

Alzheimer's Disease Pathology Imputation and Risk Prediction Using Clinical Indices

Correlation analysis between MRI brain image and gene expression using ADNI data.

Time-series Analysis of Seasonal Influenza Activity and Preterm Birth in Atlanta, Georgia from 2010 to 2015

Bayesian Functional Genome-wide Association Study using Standardized Individual-level and Summary-level GWAS Data

Comparison of two models of GRN-deficiency using quantitative proteomics

Investigating genetic associations using power-optimizing analytic approaches

Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors

New Statistical Methods for Complex Survival Analysis Problems

Latent Class Methods for Complex Chronic Disease Data

Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis

Comparing Methods to Handle Missing Data in the Estimation of Population Attributable Factors of Anemia in Preschool Children

The Application of Spatial Regression Analysis in Examining the Relationship Between Drinking Water Contaminants and Cancer Incidence Rates in Iowa and Illinois

The Confounders Imbalance vs. Choices between Multiple Regression and Propensity Score Approaches

Statistical Inference Concerning Minimal Mortality of Patients with Congenital Heart Defects after Surgical Repair

TIGAR-V2 with nonparametric Bayesian eQTL weights estimated from GTEx V8 & Leveraging multiple reference panels to improve TWAS power by ensemble machine learning

Approaches to Harmonizing Two Functional Assessment Instruments in a Longitudinal Data Set of Aging Adults in the Unites States

Exploration of Normalization Methods on Bulk RNA-seq Data and Single-cell RNA-seq Data

Evaluation of color space transformations in separating anemia vs control subjects

Heritability Analysis of individual-level pathway scores in GTEx samples

EDClust: An EM-MM hybrid method for cell clustering in population-level single cell RNA sequencing

Evaluation of the impact of DNA Sequence Variations on in vivo Transcription Factor Binding Affinity

Design Strategies for Studies Using Logistic Regression to Analyze Data on Pooled Samples

Machine Learning-based Prediction of the Three Drugs Combination Synergy

Public Preferences: Cost of Care Discussions and Out-of-Pocket Imaging Costs

Phospho-SAMHD1 as a potential prognostic biomarker for triple negative breast cancer patients

Roles of DNA methylation and hydroxymethylation in aging, immunosenescence, and gene regulation

Inference of Inter-Individual Heterogeneity in Tuberculosis Transmission

Risk Stratification for Overall Survival among Metastatic Prostate Cancer Patients Treated by ADT as the First Line Treatment

A Propensity Score Matching Analysis of Selected Maternal Sexually Transmitted Diseases and Preterm Birth in the United States, 2016 to 2018

Whole-blood transcriptional signatures of different severity profiles in patients with influenza A H1N1 infection

Effect of Surveillance Imaging in Relapse Detection on Survival of Patients with Follicular Lymphoma

The Effect of Radiation on Overall Survival among Metastatic Prostate Cancer Patients treated by ADT as the first-line treatment

Genome-wide DNA methylation profile change in cancer cell lines under stresses

Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease

Powerful variance-component method for TWAS identifies novel and known risk genes for Alzheimer’s dementia

Genotype prediction based on the gene expression data using Random Forest