Statistical Methods for Disease Surveillance Based on Multiple Data Streams

Advances in Causal Inference to Support Vaccine Development and Evaluation

New Statistical Methods for Analyzing Microbiome Data

Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status

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

Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes

Association Study between Diseases and Human Tissue-Specific Epigenomes

Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

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

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

Using Negative Exposures to Partially Control for Unmeasured Confounders in Time-Series Analysis of Air Pollution and Health

Investigation of predictability of photo images from different anatomic regions for detecting anemia among preterm infants

Clustering the Liver Measures of Women Living with HIV

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

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

Evaluating the performance of maximum likelihood estimation in a discriminant function framework to account for non-detectable exposure measurements in matched case-control studies

Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegative Matrix Factorization

Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

Associations between short-term exposure to ambient air pollution and emergency department visits for cardiovascular diseases in thirteen U.S. cities

Statistical Methods for Analyzing Microbiome Data

Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

Statistical Methods for Analyzing Compositional Human Microbiome Data

Statistical Methods for Mediation Analysis of Omics Data

Brain Network-Based Statistical Approaches for Neuroimaging Data

Prediction Approaches for High-dimensional and Complex Neuroimaging Data

Improvements in statistical machine learning for current problems in public health

Prediction of CBC Hemoglobin Levels for Preterm Infants: Evaluation of Anatomic Regions for Smartphone Photos

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

Integrate Proteomics Data with GWAS Summary data for Studying Alzheimer’s Disease by Nonparametric Bayesian Method

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

Relaxed Conditional Bootstrap Inference for Sparse Data Under a Rectangular Array Embedding

Ambient Air Pollution Estimation Using Bayesian Hierarchical Models

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

Flexible Methods to Incorporate Covariates in Latent Class Analysis

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

The effect of ambient air pollution on term birth weight and preterm birth in Kansas, 2005-2013

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

Preterm birth, stillbirth and ambient air pollution in Georgia, 2006 to 2013

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

Transcriptome Sequencing of Peripheral Blood Reveals Distinct Expression Landscapes of COVID-19 and MIS-C Patients

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

Statistical Methods for Brain Network Estimation

Estimating Optimal Inpatient Treatment for Type 2 Diabetes

Statistical Methods for Spatial Data in Public Health

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

Estimates of Influenza Vaccine Effectiveness from Observational Studies

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

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

Trends of authorship equity in global health research in infectious disease over the past two decades

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

Evaluating Statistical Approaches to Model Multi-Pollutant Mixtures on Common Bottlenose Dolphin (Tursiops Truncatus) Health Along the Eastern Coast of Florida and South Carolina

Variable Selection of Neuroimaging Features in Mild Cognitive Impairment

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

Sub-tissue type eQTL analysis of GTEx data

Genotype prediction based on the gene expression data using Random Forest

Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation

Hypothesis testing on the number of components in finite mixture models

Comparison of Oral Metolazone versus Oral Chlorothiazide in Patients with Acute Decompensated Heart Failure with Loop Diuretic Resistance

An Application of Bayesian Additive Regression Trees (BART) to Estimate Daily Concentrations of PM2.5 Components in California

The impact of quality control exclusion criteria on functional connectivity in children with neurodevelopmental disorders

Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects

Sensitivity and Uncertainty Analysis for Two-Stream Capture-Recapture in Epidemiological Surveillance

Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function Prediction

Estimating and Comparing immune cell infiltration in cancer

Consensus clustering of subclone structure for multi-sample sequencing data

The Impact of Body Mass Index (BMI) on the Safety and Outcomes of Small Molecule Inhibitors (SMI) in Gastrointestinal Cancer, Lung Cancer, and Renal Cell Carcinoma

Gain of Chromosome 1q is Associated with Early Progression in Multiple Myeloma Patients Treated with Lenalidomide, Bortezomib, and Dexamethasone

Comparisons of conditional logistic regression vs. a discriminant function approach in a case-control study where matching is performed

Association between Lung Dose and Incidence of Pulmonary Toxicity after Total Body Irradiation

Adverse Outcomes Associated with Beers List Medications Following Total Knee Replacement

Assessment of Clustering of Cutaneous T-Cell Lymphoma in Metropolitan Atlanta

Gene Profile Modeling and Integration for EWOC Phase I Clinical Trial Design While Fully Utilizing All Toxicity Information

Estimating associations between high temperature and emergency department visits in six US cities with the use of 1-kilometer temperature products

Gamification on Obese Children’s BMI-derivative Outcomes, Physical Activity, and Sugar Sweetened Beverage Consumption