 |
Doctoral Program in Medical Informatics |
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Knowledge Based System Track |
33 credits of course work and 12 credits of dissertation
Required Track Courses / 12 credits
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COMPSCI535: Data Structures |
3 credits |
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COMPSCI710: Artificial Intelligence |
3 credits |
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COMPSCIXXX: Data Mining in Medicine |
3 credits |
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COMPSCI743: Intelligent User Interfaces |
3 credits |
(NEW-taught as 790 topic since 1999)
Required Mathematics & Quantitative Methods / 6 credits
Statistics (3 credits from the following list)
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BUS ADM795: Multivariate Techniques in Management Research |
3 credits |
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BUS ADM912: Statistical Methods for Management Research |
3 credits |
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ED PSY624: Educational Statistical Methods I |
3 credits |
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MATH767: Statistical Methods for Engineers and Scientists |
3 credits |
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MTHSTAT761: Mathematical Statistics I |
3 credits |
Probability (3 credits from the following list)
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ECON413: Statistics for Economists |
3 credits |
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MATH771: Theory of Probability |
3 credits |
Elective Track Courses / 15 credits
Computing and Applications (9-15 credits from the following list)
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BUS ADM: 741 Decision Support Systems and Groupware |
3 credits |
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BUS ADM: 746 Data Warehousing |
3 credits |
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BUS ADM: 814 Intelligent Systems for Business |
3 credits |
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BUS ADM: 995 Doctoral Seminar in Decision Sciences |
3 credits |
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BUS ADM: 998 Doctoral Seminar in Management Information Systems |
3 credits |
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COMPSCI458: Computer Architecture |
3 credits |
|
COMPSCI459: Fundamentals of Computer Graphics |
3 credits |
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COMPSCI469: Introduction to Computer Security |
3 credits |
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COMPSCI520: Computer Networks |
3 credits |
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COMPSCI720: Computational Models of Decision Making |
3 credits |
|
COMPSCI722: Artificial Intelligence Planning Techniques |
3 credits |
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COMPSCI723: Natural Language Processing |
3 credits |
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COMPSCI711/ELECENG711: Pattern Recognition |
3 credits |
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COMPSCI747: Human-Computer Interaction |
3 credits |
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COMPSCI757: Database Organization and File Structure |
3 credits |
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COMPSCI780: Multimedia Systems |
3 credits |
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COMPSCI810: Knowledge Representation |
3 credits |
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COMPSCIXXX/MCW XXX: Introduction to Medical Decision Making |
3 credits |
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COMPSCI999: Advanced Independent Study |
3 credits |
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ED PSY631: Cognition Learning, Problem Solving and Thinking |
3 credits |
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ED PSY633: Applications of Learning Theories to Computer-Based Instruction |
3 credits |
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L&I SCI635: Digital Libraries |
3 credits |
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L&I SCI637: Information Storage and Retrieval |
3 credits |
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MTHSTAT861: Decision Theory I |
3 credits |
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MTHSTAT862: Decision Theory II |
3 credits |
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NURSXXX: Health Care Terminology Standards |
3 credits |
Quantitative Analysis (Up to 6 credits from the following list)
| BUS ADM 918: Doctoral Seminar in Behavioral Research Techniques |
3 credits |
| BUS ADM 995: Topics: Doctoral Seminar in Decision Sciences |
3 credits |
| ED PSY724: Educational Statistical Methods II |
3 credits |
| ED PSY823: Structural Equation Modeling |
3 credits |
| ED PSY824: Advanced Experimental Design and Analysis |
3 credits |
| ED PSY825: Multivariate Analysis |
3 credits |
| ED PSY826: Analysis of Cross-Classified Data |
3 credits |
| ED PSY829: Methods of Scale Construction and Multidimensional Scaling |
3 credits |
| MTHSTAT762: Mathematical Statistics II |
3 credits |
Dissertation / 12 credits
|
COMPSCI998: Doctoral Thesis |
(variable credits) |