1. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Informatics Methods in Biomedicine: Foundations of a Profession

2. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation

3. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Clinical Preclinical Post-doc

4. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Formal Mathematical, technical OntologyOntology Database theoryDatabase theory Signal processingSignal processing Sequence analysisSequence analysis Formal grammarsFormal grammars Process modelsProcess models Software engineeringSoftware engineeringApplied A core set of methods for implementing and evaluating solutions Deployment methodsDeployment methods Implementation issuesImplementation issues Assess impactAssess impactEmpirical Cognitive, behavioral, organizational Experimental designExperimental design Data modelingData modeling VisualizationVisualization Decision analysisDecision analysis Project managementProject management User interfaceUser interface

5. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation

6. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Computer Science Can apply computational techniques to manage data,develop software and solve problems Database SystemsDatabase Systems Machine LearningMachine Learning Programming and Problem SolvingProgramming and Problem Solving Advanced Software EngineeringAdvanced Software Engineering

7. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Statistics Can apply mathematical techniques to analyze data and test hypotheses Introduction to BiostatisticsIntroduction to Biostatistics Introduction to Biostatistical MethodsIntroduction to Biostatistical Methods

8. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Biomedical Is conversant with concepts, terminology, institutions, professionals, and methods of biomedical domain Biochemistry and Molecular BiologyBiochemistry and Molecular Biology Acculturation to MedicineAcculturation to Medicine PhysiologyPhysiology EpidemiologyEpidemiology

9. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Informatics Knowledge Is familiar with theories and results in Medical Informatics, and able to apply basic methods to solve problems Methods in Medical Informatics (logic, decision science, cognitive science)Methods in Medical Informatics (logic, decision science, cognitive science) Introduction to Medical Informatics ApplicationsIntroduction to Medical Informatics Applications

10. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Informatics Methods LogicLogic Formal GrammarsFormal Grammars OntologyOntology Database theoryDatabase theory Decision TheoryDecision Theory Cognitive AnalysisCognitive Analysis Process ModelsProcess Models Measurement TheoryMeasurement Theory

11. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation

12. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Can analyze, develop, and apply representations of biomedical data Representation and Coding of Medical DataRepresentation and Coding of Medical Data

13. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Information Systems Can analyze, develop, deploy and manage complex information systems Health Information Systems ArchitectureHealth Information Systems Architecture Introduction to Information ManagementIntroduction to Information Management

14. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Information Presentation Can analyze, develop, and deploy visual presentations of biomedical information User Interfaces in MedicineUser Interfaces in Medicine Understanding InformationUnderstanding Information

15. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Decision Making Can analyze, develop, and apply formal models of biomedical decision making Quantitative Models for Medical Decision Making and Clinical SupportQuantitative Models for Medical Decision Making and Clinical Support Cognitive Sciences and Medical InformaticsCognitive Sciences and Medical Informatics Social and Economic Factors in Clinical Decision MakingSocial and Economic Factors in Clinical Decision Making

16. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Evaluation Can analyze, plan and carry out formal evaluations of information systems Evaluation Methods in Medical InformaticsEvaluation Methods in Medical Informatics Design of Medical ExperimentsDesign of Medical Experiments Introduction to Sociomedical Sciences Research MethodsIntroduction to Sociomedical Sciences Research Methods

17. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation

18. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Clinical Application Domain Economics of InformaticsEconomics of Informatics Project ManagementProject Management Interactive Health CommunicationsInteractive Health Communications Introduction to Databases and Data MiningIntroduction to Databases and Data Mining

19. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Imaging Application Domain Biomedical ImagingBiomedical Imaging Analysis and Quantification of Medical ImagesAnalysis and Quantification of Medical Images Wavelet ApplicationsWavelet Applications Computation Neural Modeling and NeuroengineeringComputation Neural Modeling and Neuroengineering

20. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Bioinformatics Application Domain Intro to GenomicsIntro to Genomics Computation GenomicsComputation Genomics Sequence AnalysisSequence Analysis Microarrays and Regulatory NetworksMicroarrays and Regulatory Networks Biological DatabaseBiological Database

21. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Public Health Application Domain Use of Large Scale national health care data setsUse of Large Scale national health care data sets Hospital Organization and ManagementHospital Organization and Management Health CommunicationsHealth Communications

22. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation

23. Applying Bioinformatics Knowledge to Research Areas Biomedical Knowledge Biomedical Data Knowledge Base Inferencing System Data Base Data Acquisition Biomedical Research Planning & Data Analysis Knowledge Acquisition Teaching Human Interface Treatment Planning Diagnosis Information Retrieval Model Development Image Generation Real-time acquisition Imaging Speech/language/text Specialized input devices Machine learning Text interpretation Knowledge engineering

24. Basic Research Informatics Challenges Applications Clinical Coding, data structures, high performance computing Vocabularies, automated retrieval from repositories Distributed medical records, clinical trials, teledentistry Imaging 3-D modeling, visualization, data representation Ontology-based ref models and classification 3-D anatomy atlases, radiological diagnosis Bioinformatics Biochips, algorithms for DNA sequencing, patient specific drugs Linking genomic and patient data, security, ethics Genetic-based patient records and protocols Public Health Databases, searching, data analysis theories and algorithms Integration and validation of info, knowledge discovery Data mining, citizen-based services

25. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation Thanks to Dr. Stephen B. Johnson Dr. Ted Shortliffe

26. Information Systems Basic Core Specialization Clinical Imaging BioInformatics Public Health Computer Science Methods (formal models) Biomedical Decision Making Information Presentation Statistics Data Representation Evaluation