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Novel Statistical Methods for Analyzing Gene Expression Data
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Statistical Method for Studying Genome-Wide Interaction and the Natural History of Alzheimer’s Disease
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Recovering Tumor Subtypes and Aneuploidy Patterns in Prostate Cancer Using Spatial Transcriptomics
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Multi-task learning of cognitive functions using brain connectome data
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Bayesian Classification with Split-and-merge Gaussian Process (SMGP) Prior in EEG-based Brain-Computer Interfaces
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Assessing Racial Disparities in Healthcare Expenditures Using Causal Path-Specific Effects
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Estimating County-Level Opioid-Related Mortality in Georgia Using a Bayesian Conditional Autoregressive Model
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Bias Correction under Measurement Error: A Comparative Study of Extrapolation Strategies in the SIMEX Framework
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An Adaptive Bayesian Calibration Approach with Reduced Training Effort in P300 ERP-Based Brain-Computer Interfaces
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Systematic Evaluation of Spatial Transcriptomics Alignment Methods
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Joint Angle Gait Features Outperform Scalar Gait Metrics in Differentiating Parkinson’s Disease from Essential Tremor
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Cell-type-specific Transcriptomic-wide Association Studies Detected 80 Independent Risk Genes for Alzheimer’s Disease Dementia
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A Phenome-Wide Association Studies in a GWAS with application to the UK Biobank
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AI-driven Models with Effective Feature Selection Accurately Predict ICU Admission after Laparoscopic Cholecystectomy
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Surveilling Spatially Concentrated Disease Patterns: A Bayesian Approach to Understanding Tuberculosis in the United States
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LARGE EXOME SEQUENCING STUDY ANALYZING X-LINKED VARIATION IN AUTISM SPECTRUM DISORDER
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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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Estimating Population Parameters of Fatal Police Shootings in America
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Transcriptomic Changes in Fontan Surgery Sheep Models and a Novel miRNA-mRNA Interaction Analysis
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Omniscience in Adversarial Causal Inference: Implications for Balancing Estimators of Average Treatment Effects
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A Study on the Relationship of the Core and Accessory Genome in S. aureus
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Unraveling the Impact of Fuzzy Similarity Algorithms on Missing Data Imputation of Heart Bypass Surgery Cohort
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Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes
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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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Spatial Associations between Measures of Public Transportation and Diabetic Foot Ulcer Outcomes in the State of Georgia – 2016-2019
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Autism and Gender Variance Co-Occurrence Rates: A Survey Analysis
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Urinary RNA Biomarkers in Extracellular Vesicles from Post-DRE Urine to Predict Aggressive Prostate Cancer
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The Relationship Between the Immunogenicity and Reactogenicity of a Seasonal Influenza Vaccine Delivered by Microneedle Patch or Hypodermic Needle
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Applying an Automated Radiation Therapy Volume Analysis Pipeline to Determine the Utility of Spectroscopic MRI-guided Adaptive Radiation Therapy for Glioblastoma
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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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Identification of Modifying Genes Associated with Fragile X Disorders Using TWAS
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New Statistical Methods for Analyzing Microbiome Data
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Cell type identification in single-cell genomics and its applications
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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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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
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Assessing the role of inflammation on iron biomarkers in school-age children and adolescents, the BRINDA project
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Association Study between Diseases and Human Tissue-Specific Epigenomes
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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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Detecting Human Adaptations in Populations of the Andean Highlands
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Characterizing the Molecular Mechanisms Underlying the Health Effects of Fine Particulate Matters among Susceptible Populations via Multi-Omics Analysis
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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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Developing enrichment analyzing methods at sub-cell type level to generate novel insights on complex disease pathogenesis
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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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Multi-task Multi-sensor Framework for Assessing Health Effects of Heat Exposure with Medical Sensors
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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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Developing a Method for Circulating Tumor Cell Detection in Pediatric Medulloblastoma: Correlations with Metastatic Status and Prognostic Factors
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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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Disease Risk annotation of Genomic and Epigenomic Variants using Machine Learning Approaches
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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
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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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Alzheimer's Disease Pathology Imputation and Risk Prediction Using Clinical Indices
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Correlation analysis between MRI brain image and gene expression using ADNI data.
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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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Comparison of two models of GRN-deficiency using quantitative proteomics
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Investigating genetic associations using power-optimizing analytic approaches
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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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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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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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Statistical Inference Concerning Minimal Mortality of Patients with Congenital Heart Defects after Surgical Repair
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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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Public Preferences: Cost of Care Discussions and Out-of-Pocket Imaging Costs
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Phospho-SAMHD1 as a potential prognostic biomarker for triple negative breast cancer patients
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Roles of DNA methylation and hydroxymethylation in aging, immunosenescence, and gene regulation
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Inference of Inter-Individual Heterogeneity in Tuberculosis Transmission
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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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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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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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Powerful variance-component method for TWAS identifies novel and known risk genes for Alzheimer’s dementia
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Genotype prediction based on the gene expression data using Random Forest
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