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How AI and DataScience are being implemented at ChristianaCare: Case Studies

Presented by: Odai Dweekat, PhD, ChristianaCare

Meta Data Analysis

Presented by: Zugui Zhang, PhD, ChristianaCare

Evolving Approaches for Understanding the Microbiome

Presented by: Shawn Polson, PhD, University of Delaware

Integrating Multiscale Modeling and Machine Learning in Computational Medicine

Presented by: Yixiang Deng, PhD, University of Delaware

Estimating the impact of patient-level risk factors and time-varying hospital unit on healthcare associated Clostridioides difficile infection using cross-classified multilevel models

Presented by: Jessica Webster, PhD, Dept. Public Health of California

Multivariate Analysis for Investigators

Presented by: Zugui Zhang, PhD, ChristianaCare

Principal Component Analysis for Investigators

Presented by: Keshab Subedi, MS, ChristianaCare

Multi-Level Modeling for Investigators

Presented by: Zugui Zhang, PhD, ChristianaCare

Introduction to Bayesian Statistics for Investigators

Presented by: Rick Caplan, PhD, ChristianaCare

Supervise Machine Learning Algorithms Applied to High-Frequency Ventilation Data for the Prediction of Blood Gas Results

Presented by: Kevin Dysart, MD, MBI, Nemours

Dashboards in Excel Workshop

Presented by: Derald Wetzien, PhD, Delaware State University

ArcGIS location-allocation analysis as a tool for evaluating disparities in mammography screening facilities

Presented by: Jessica Webster, MPH, Drexel University

Solving the two population SIR model to provide early estimates of peak and duration of a COVID-19 wave

Presented by: Louis Luangkesorn, PhD, Highmark Health

Introduction to Mediation Analysis

Presented by: Zugui Zhang, PhD, Christiana Care Health System

Dimension reduction and robust nonparametric methods for high dimensional survival data with applications to cancer genomic studies

Presented by: Shanshan Ding, PhD, University of Delaware

Mathematical Modeling and Data Science Methods in Dynamics of the Tear Film on the Eye’s Surface

Presented by: Richard Braun, University of Delaware

Workflow Analysis: Are We Opening Pandora’s Box

Presented by: Mustafa Ozkaynak, PhD, University of Colorado

Delaware Medicaid Research

Presented by: Mary Joan McDuffie, University of Delaware

Wastewater and Pathogens: Using the Past to Inform the Future

Presented by: Kalmia Kneil, PhD, Department of Animal and Food Sciences, University of Delaware

Post-hoc Mixture Models of the Best Linear Unbiased Predictors (BLUP) From Linear Mixed-Effects Models: An Approach for Clustering Unbalanced Longitudinal Data with Irregularly Spaced Intervals

Presented by: Md Jobayer Hossain, PhD, Nemours

Deploying AI/ML Solutions for Clinical Trials Recruitment in High Value Care

Presented by: Parth Patel, PhD, Senior Data Scientist, Analytics Center of Excellence, IQVIA

Machine Learning for Causal Inference

Presented by: Laura B. Balzer, PhD, Department of Biostatistics & Epidemiology, School of Public Health & Health Sciences University of Massachusetts, Amherst

Network Analysis: A Methodological Approach for Studying Collaborations in Healthcare Systems

Presented by: Mina Ostovari, PhD, Senior Clinical Researcher, Christiana Care

Predictive Analytics using the PEDSnet Common Data Model

Presented by: H. Timothy Bunnell, Nemours Biomedical Research Informatics Center

Data Integration Strategies for Interoperable Precision Medicine

Presented by: Lewis J. Frey, PhD, Associate Professor, Department of Public Health Sciences Biomedical Informatics Center, Medical University of South Carolina

Data analysis Techniques for Analyzing Clinical Genomics Data

Presented by: Erin Crowgey, PhD, Nemours

Mediation Analysis and its Application in Medicine

Presented by: Zugui Zhang, PhD, Christiana Care Health System

Deep Learning for Text Classification in Electronic Health Records

Presented by: Jihad S. Obeid, MD, Medical University of South Carolina