Module #1 Introduction to Software Engineering in Biomedicine Overview of software engineering principles and their application in biomedicine, including the importance of software in healthcare and biomedical research.
Module #2 Biomedical Domain Knowledge Introduction to biomedical concepts, terminology, and principles relevant to software engineering, including anatomy, physiology, and biomedical instrumentation.
Module #3 Software Engineering Fundamentals Review of software engineering principles, including software development life cycles, design patterns, and testing strategies.
Module #4 Requirements Gathering in Biomedicine Techniques for gathering and documenting requirements for biomedical software systems, including stakeholder analysis and use cases.
Module #5 Biomedical System Analysis Analysis of biomedical systems, including system modeling, simulation, and verification.
Module #6 Design Principles for Biomedical Software Design principles for biomedical software, including architecture, user experience, and human-computer interaction.
Module #7 Medical Imaging and Visualization Introduction to medical imaging and visualization, including image processing, segmentation, and 3D reconstruction.
Module #8 Medical Device Software Development Development of software for medical devices, including firmware, embedded systems, and safety-critical systems.
Module #9 Clinical Decision Support Systems Design and development of clinical decision support systems, including knowledge representation and rule-based systems.
Module #10 Electronic Health Records (EHRs) and Health Information Exchange Overview of EHRs and health information exchange, including data standards, interoperability, and security.
Module #11 Biostatistics and Data Analysis in Biomedicine Introduction to biostatistics and data analysis in biomedicine, including hypothesis testing, confidence intervals, and regression analysis.
Module #12 Machine Learning and Artificial Intelligence in Biomedicine Introduction to machine learning and artificial intelligence in biomedicine, including supervised and unsupervised learning, neural networks, and deep learning.
Module #13 Software Testing and Validation in Biomedicine Testing and validation strategies for biomedical software, including black box, white box, and gray box testing.
Module #14 Regulatory Compliance and Standards in Biomedicine Overview of regulatory compliance and standards in biomedicine, including FDA regulations, HIPAA, and IEC 62304.
Module #15 User Experience and Usability in Biomedical Software Design principles for user experience and usability in biomedical software, including human-centered design and user testing.
Module #16 Biomedical Data Mining and Knowledge Discovery Introduction to biomedical data mining and knowledge discovery, including data preprocessing, clustering, and association rule mining.
Module #17 Computational Biology and Genomics Introduction to computational biology and genomics, including sequence analysis, phylogenetics, and genomics analysis.
Module #18 System Integration and Interoperability in Biomedicine Strategies for system integration and interoperability in biomedicine, including SOA, ESB, and APIs.
Module #19 Cybersecurity in Biomedical Systems Overview of cybersecurity threats and vulnerabilities in biomedical systems, including risk assessment and mitigation strategies.
Module #20 Medical Informatics and Healthcare Analytics Introduction to medical informatics and healthcare analytics, including data warehousing, business intelligence, and predictive analytics.
Module #21 Telemedicine and Remote Healthcare Overview of telemedicine and remote healthcare, including virtual care, telehealth, and mobile health.
Module #22 Wearable Devices and Mobile Health Introduction to wearable devices and mobile health, including sensor integration, data analysis, and personalized medicine.
Module #23 Software Project Management in Biomedicine Strategies for software project management in biomedicine, including agile methodologies, Scrum, and Kanban.
Module #24 Course Wrap-Up & Conclusion Planning next steps in Software Engineering Principles in Biomedicine career
