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Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects
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The Impact of Hormone Therapy on Overall Survival for Prostate Cancer Patients under Prostatectomy and Salvage Radiation Therapy
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Evaluation of agreement measures among groups of raters with an application to the interpretation of kidney obstruction.
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The utilization of concurrent immunotherapy and its impact on overall survival among late-stage melanoma patients treated by surgery: a query on the National Cancer Database
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Effect of 5-FU Bolus on Survival in Patients with Metastatic Colorectal Cancer Treated with Combination Chemotherapy
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Estimation of Influenza Vaccine Effectiveness from Observational Studies
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Whether the Proton Beam Radiation Leads to Less Second Malignancies among Localized Prostate Cancer Patients
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Evaluation of Propensity Score Matching Techniques on Overall Survival using the National Cancer Data Base
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Partitioning Around Medoids Clustering in Follicular Lymphoma Patients: Comparison with FLIPI and FLIPI2 in PFS
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Quantitative trait locus analysis of molecular phenotypes in the GTEx cohort
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Measurement error methods for unmeasured confounding and pooling
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Targeted Maximum Likelihood Estimation to Evaluate Effect of Novel Regimens on Multidrug Resistant Tuberculosis
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Introduction to Survival Analysis Methods in the Presence of Competing Risks
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The impact of initialization in optimization of independent components in functional magnetic resonance imaging
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The Confounders Imbalance vs. Choices between Multiple Regression and Propensity Score Approaches
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Statistical Methods for Evaluating Continuous and Functional Diagnostic Markers
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Genotype prediction based on the gene expression data using Random Forest
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Association between Harmful Algal Blooms and Hospital Admissions along the Indian River Lagoon
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Estimates of Influenza Vaccine Effectiveness from Observational Studies
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Studying the Association between Overall Survival and Metastatic Sites by Breast Cancer Subtypes Based on National Cancer Database
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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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An exploration of time series models and their application to functional magnetic resonance imaging
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Statistical Methods for Handling Missing Data in Functional Data Analysis
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Optimizing Cluster Survey Designs for Trachomatous Inflammation-Follicular in Amhara Region, Ethiopia
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A Novel Network Connectivity Measure with Application to Multimodal Brain Imaging Study
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Effect of Lipid-Lowering Therapy on Epicardial Adipose Tissue Radiodensity in Hyperlipidemic Post-Menopausal Women
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Design Strategies for Studies Using Logistic Regression to Analyze Data on Pooled Samples
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Nonparametric Regression for Assessing Time-Varying Effects in Survival Analysis
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Whole-blood transcriptional signatures of different severity profiles in patients with influenza A H1N1 infection
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EDClust: An EM-MM hybrid method for cell clustering in population-level single cell RNA sequencing
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Sub-tissue type eQTL analysis of GTEx data
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Estimating Optimal Inpatient Treatment for Type 2 Diabetes
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Assess Improvement of Balancing Covariates by Propensity Score approach using Generalized Boosted Model (GBM) and Application Based on National Cancer Database
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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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Latent Class Analysis for PTSD Subtype Discovery
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Evaluation of the impact of DNA Sequence Variations on in vivo Transcription Factor Binding Affinity
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Characterizing the Impact of Integrase Strand-Transfer Inhibitors on Metabolic in Women Living with HIV Using Two Modeling Approaches
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Assessment of Clustering of Cutaneous T-Cell Lymphoma in Metropolitan Atlanta
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Flexible Methods to Incorporate Covariates in Latent Class Analysis
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Statistical Analysis for validating and improving the staging system for breast cancer
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Assess Balance of Covariates after Propensity Score as Covariate Adjustment: SAS® macro Development and Application
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Sensitivity and Uncertainty Analysis for Two-Stream Capture-Recapture in Epidemiological Surveillance
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Spatial Latent Process Models to Overcome Preferential Sampling in Disease Surveillance Systems
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Safety of Administering Pegfilgrastim on the Same Day of Continuously Infused 5-Fluorouracil (5-FU) for Patients with Gastrointestinal (GI) Malignancies: A Retrospective Study
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Statistical Methods for Correlated Count Data
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Analysis of Time to Recurrent Pulmonary Exacerbation: A Review of Three Statistical Approaches
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Risk Stratification by Nomogram for Stage II Colon Cancer Patients and Impacts from Adjuvant Chemotherapy on Overall Survival Based on NCDB
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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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Identifying land use and meteorological factors associated with the ratio of personal PM2.5 exposures versus ambient concentration in a panel of college students
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Examining an Impact of Peer Comparison Intervention on Vancomycin Utilization Using Interrupted Time Series Model, Negative Binomial Random Intercept Model, and Linear Mixed Model with AR(1) Covariance Structure
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Exploring Bayesian credible intervals for common epidemiologic effect measures based on cross-sectional data
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Exploration of Normalization Methods on Bulk RNA-seq Data and Single-cell RNA-seq Data
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Genome-wide DNA methylation profile change in cancer cell lines under stresses
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Evaluation of Efficiency in Pooling Strategies for Some Mixed Linear and Nonlinear Models in Longitudinal Studies
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Impact of uncommon genomic alterations on outcomes in metastatic colorectal cancer patients
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Predicting Combined Chemotherapeutic Agents’ Efficacy Synergy via Multiple Regression Models and Cross Validation Technique, Upon Inter-Patient and Intra-Patient Levels
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Estimation of Persistent Organic Pollutants (POPs) in Fish Collected at Sapelo Island, GA: Statistical Methods Using Left Censored Data
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Statistical Learning Methods for Big Biomedical Data
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Inference and Prediction of Atypical Response to Major Depressive Disorder Treatment with C-Reactive Protein and Interleukin-6 Inflammatory Markers
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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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Association between breast cosmesis and two common radiotherapy regimens
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Development of Statistical Methods for Multiple-Hypotheses Testing
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Discovery of Airway Fluid Proteins Associated with Progressive Lung Disease and Damage in Early Childhood Cystic Fibrosis
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Statistical Methods for High-throughput Epigenomics Data
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Statistical Methods for Spatial Data in Public Health
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Statistical Methods for Estimating and Analyzing Brain Functional Connectivity
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Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease
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Relationship Between Airway Metabolites and Structural Damage in Young Children with Cystic Fibrosis
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Estimating and Comparing immune cell infiltration in cancer
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Investigation of Multiple Biomarkers in Predicting the Disease Free Survival and Overall Survival among Head and Neck Cancer Patients
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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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Investigation of relationship between psychosocial profile and cardiovascular health among African Americans
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Powerful variance-component method for TWAS identifies novel and known risk genes for Alzheimer’s dementia
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Machine Learning-based Prediction of the Three Drugs Combination Synergy
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Statistical Inference Concerning Minimal Mortality of Patients with Congenital Heart Defects after Surgical Repair
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Comparison of Methods for Two Crossing Survival Curves
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Novel Model-based Methods for High-throughput Genomics Data Analysis
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Estimating variabilities of toxicological endpoints of concerns to the Agency for Toxic Substances and Disease Registry (ATSDR)
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Ambient Air Pollution Estimation Using Bayesian Hierarchical Models
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The Analysis of 2x2 Crossover Design with Repeated Baseline Measurement within Period
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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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Alternative Dosing Intervals of Denosumab and Effects on Clinical Outcomes and Safety in Patients with Solid Tumor Malignancies with Bone Metastases
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K-mer Based Clustering for UMI Single Cell RNA-seq Data
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Developing a Five-Biomarker Risk Score for Estimating Five-Year Risk of Myocardial Infarction or Death in a Sample of Subjects that Underwent Cardiac Catheterization
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Transcriptome Sequencing of Peripheral Blood Reveals Distinct Expression Landscapes of COVID-19 and MIS-C Patients
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Statistical Methods for Brain Network Estimation
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Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function Prediction
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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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Assessment of diagnostic accuracy after biomarker combination in the same study: The issue of over-optimism and potential solutions
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Estimating County-Level Drug Overdose Mortality in Georgia with Mixed-Effects Poisson Regression Modeling
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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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Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation
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Traditional versus Competing Risks Approaches in the Modeling of Survival Time
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Applying Weighted Random Forest Algorithm on Metabolic Pathways Selection
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New Statistical Methods for Complex Survival Analysis Problems
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Trends of authorship equity in global health research in infectious disease over the past two decades
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Novel Statistical and Machine Learning Methods with Application to Brain Imaging Data
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Adaptation of Mixture Cure Model in Estimating Incidence and Latency for Major Depressive Disorder
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Development and Evaluation of Concavity-Respecting ROC Curve Estimators
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Analyses for the association between Business travel and BMI
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