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Research Track Concentrations

  • 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 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 Biomedical Ontologies and Knowledge Representation
    BMI 6318 Big Data in Biomedical Informatics
    BMI 6323 Machine Learning in Biomedical Informatics
    BMI 6325 Assessment, Implementation, and Evaluation of Artificial Intelligence in Healthcare
    BMI 6331 Medical Imaging and Signal Pattern Recognition
    BMI 6334 Deep Learning in Biomedical Informatics
    BMI 6335 Technical Foundations of Generative Artificial Intelligence
    BMI 6340 Health Information Visualization and Visual Analytics

  • Clinical Informatics

    Course Description
    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

Applied Track Concentration

  • Applied Informatics
    Course Description
    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 System Analysis and Project Management
    BMI 5329 Workflow Process Modeling
    BMI 5371 Business and Technical Communication
    BMI 5390 Methods in Pharmacy Informatics
    BMI 5391 Synthesis Project in Pharmacy Informatics
    BMI 6316 Change Management in Health Informatics
    BMI 6325 Assessment, Implementation, and Evaluation of Artificial Intelligence in Healthcare
    BMI 6340 Health Information Visualization and Visual Analytics

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Updated: 10/22/2025