Research Track Concentrations for 2021-2023

• Bioinformatics
  
  

  Course	Description
  BMI 5330	Introduction to Bioinformatics
  BMI 5331	Foundations of Pharmacogenomics
  BMI 5332	Statistical Analysis of Genomic Data
  BMI 5333	Systems Medicine: Principles and Practice
  BMI 5334	Biomedical Data Privacy
  BMI 5351	Research Design and Evaluation in Biomedical Informatics
  BMI 6331	Medical Imaging and Signal Pattern Recognition
  BMI 6332	Genomics and Precision Medicine
  BMI 6333	Current Topics in Genomics
  BMI 6334	Deep Learning in Biomedical Informatics
  BMI 6340	Health Information Visualization and Visual Analytics
  PHW 2780	Applied Genetic Methods in Public Health

  
  
• Health Data Science and Artificial Intelligence
  
  

  Course	Description
  BMI 5007	Methods in Health Data Science
  BMI 5304	Advanced Database Concepts in Biomedical Informatics
  BMI 5351	Research Design and Evaluation in Biomedical Informatics
  BMI 5353	Biomedical Data Analysis
  BMI 6306	Information and Knowledge Representation in Biomedical Informatics
  BMI 6318	Big Data in Biomedical Informatics
  BMI 6323	Machine Learning in Biomedical Informatics
  BMI 6331	Medical Imaging and Signal Pattern Recognition
  BMI 6334	Deep Learning in Biomedical Informatics
  BMI 6340	Health Information Visualization and Visual Analytics

  
  
• Clinical Informatics
  
  

  Course	Description
  BMI 5004	Introduction to Clinical Healthcare
  BMI 5007	Methods in Health Data Science
  BMI 5301	The U.S. Healthcare System
  BMI 5305	Legal and Ethical Aspects of Health Informatics
  BMI 5313	Foundations of Electronic Health Records and Clinical Information Systems
  BMI 5315	Quality and Outcome Improvement in Healthcare
  BMI 5317	Applied Data Management
  BMI 5328	Systems Analysis and Project Management
  BMI 5329	Workflow Process Modeling
  BMI 5351	Research Design and Evaluation in Biomedical Informatics
  BMI 5353	Biomedical Data Analysis
  BMI 5354	Cognitive Engineering in Biomedical Informatics
  BMI 5360	Clinical Decision Support Systems
  BMI 5371	Business and Technical Communication
  BMI 5390	Methods in Pharmacy Informatics
  BMI 5391	Synthesis Project in Pharmacy Informatics
  BMI 6300	Advanced Health Information Technology
  BMI 6303	Introduction to Telehealth
  BMI 6315	Advanced Electronic Health Records
  BMI 6316	Change Management in Health Informatics
  BMI 6324	Health Information Technology Policy
  BMI 6328	Value in the Health Data Eco-system
  BMI 6330	Biomedical Natural Language Processing
  BMI 6340	Health Information Visualization and Visual Analytics

  
  
• Human Factors Engineering
  
  

  Course	Description
  BMI 5007	Methods in Health Data Science
  BMI 5302	Introduction to Human Factors in Healthcare
  BMI 5303	Methods in Human Factors Engineering
  BMI 5351	Research Design and Evaluation in Biomedical Informatics
  BMI 5354	Cognitive Engineering in Biomedical Informatics
  BMI 5360	Clinical Decision Support Systems
  BMI 6301	Health Data Display
  BMI 6305	Social Dynamics and Health Information
  BMI 6308	Digital Technologies and Analytics for Personalized Health
  BMI 6309	Healthcare Interface Design
  BMI 6322	Distributional Semantics: Methods and Biomedical Applications
  BMI 6330	Biomedical Natural Language Processing
  BMI 6340	Health Information Visualization and Visual Analytics

  
  
• Public Health Informatics
  
  

  Course	Description
  BMI 5301	The U.S. Healthcare System
  BMI 5315	Quality and Outcome Improvement in Healthcare
  BMI 5328	Systems Analysis and Project Management
  BMI 5351	Research Design and Evaluation in Biomedical Informatics
  BMI 5353	Biomedical Data Analysis
  BMI 5380	Principles and Foundations of Public Health Informatics
  BMI 5381	Methods in Public Health Informatics
  BMI 5382	Synthesis Project in Public Health Informatics
  BMI 6303	Introduction to Telehealth
  BMI 6324	Health Information Technology Policy
  BMI 6340	Health Information Visualization and Visual Analytics