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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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Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation
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Hypothesis testing on the number of components in finite mixture models
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Comparison of Oral Metolazone versus Oral Chlorothiazide in Patients with Acute Decompensated Heart Failure with Loop Diuretic Resistance
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An Application of Bayesian Additive Regression Trees (BART) to Estimate Daily Concentrations of PM2.5 Components in California
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The impact of quality control exclusion criteria on functional connectivity in children with neurodevelopmental disorders
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Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects
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Sensitivity and Uncertainty Analysis for Two-Stream Capture-Recapture in Epidemiological Surveillance
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Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function Prediction
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Estimating and Comparing immune cell infiltration in cancer
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Consensus clustering of subclone structure for multi-sample sequencing data
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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
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Gain of Chromosome 1q is Associated with Early Progression in Multiple Myeloma Patients Treated with Lenalidomide, Bortezomib, and Dexamethasone
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Comparisons of conditional logistic regression vs. a discriminant function approach in a case-control study where matching is performed
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Association between Lung Dose and Incidence of Pulmonary Toxicity after Total Body Irradiation
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Adverse Outcomes Associated with Beers List Medications Following Total Knee Replacement
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Assessment of Clustering of Cutaneous T-Cell Lymphoma in Metropolitan Atlanta
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Gene Profile Modeling and Integration for EWOC Phase I Clinical Trial Design While Fully Utilizing All Toxicity Information
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Estimating associations between high temperature and emergency department visits in six US cities with the use of 1-kilometer temperature products
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Gamification on Obese Children’s BMI-derivative Outcomes, Physical Activity, and Sugar Sweetened Beverage Consumption
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