1. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Informatics Methods in Biomedicine: Foundations of a Profession

2. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health

3. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Molecules Cells Tissues Organs PatientPopulation

4. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health

5. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Clinical Basic Sciences Preclinical Post-doc

6. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health

7. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Prerequisites Introductory computer science Programming languageProgramming language Data structuresData structures AlgorithmsAlgorithms

8. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Formal Competencies Systems -Systems architecture, system integration, software engineeringSystems - Systems architecture, system integration, software engineering Knowledge -Data mining, knowledge bases, rule bases, information retrievalKnowledge - Data mining, knowledge bases, rule bases, information retrieval Data - Ontology, databases, signal processing, image processing, sequence analysisData - Ontology, databases, signal processing, image processing, sequence analysis

9. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health

10. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Prerequisites StatisticsStatistics Elementary experimental methodsElementary experimental methods

11. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Empirical Competencies Systems –User interfaces, project management, needs assessment, impact assessmentSystems – User interfaces, project management, needs assessment, impact assessment Knowledge –Knowledge acquisition, decision analysis, computer-aided instructionKnowledge – Knowledge acquisition, decision analysis, computer-aided instruction Data – Data modeling, visualization, data standards, utilization modeling, security, confidentialityData – Data modeling, visualization, data standards, utilization modeling, security, confidentiality

12. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health

13. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Prerequisites Biomedical sciences Molecular biologyMolecular biology AnatomyAnatomy PhysiologyPhysiology Public healthPublic health

14. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Bioinformatics Application Domain Intro to GenomicsIntro to Genomics Computation GenomicsComputation Genomics Sequence AnalysisSequence Analysis Microarrays and Regulatory NetworksMicroarrays and Regulatory Networks Biological DatabaseBiological Database

15. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health 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

16. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health 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

17. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health 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

18. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health

19. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health

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

21. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Lessons Learned in Training AcculturationAcculturation Depth or BreadthDepth or Breadth DDS/PhDDDS/PhD

22. Formal Empirical Applied Mathematical and technical methods and theories Cognitive, behavioral, and organizational techniques and theories ImagingBioInformaticsClinical Public Health Thanks to Dr. Stephen B. Johnson Dr. Ted Shortliffe