The following is the list of courses chosen for the CIS curriculum. They are from a variety of departments across the university. Please visit the individual course pages to learn more about the course content and pre-requisites.

Course # | Course Name | Semester | Prerequisites |
---|---|---|---|

550.420 | Introduction to Probability | Fall | One year of calculus |

550.426 | Introduction to Stochastic Processes | Spring | Introduction to Probability |

550.430 | Introduction to Statistics | Spring | Introduction to Probability |

550.434 | Nonparametric and Robust Methods | Introduction to Statistics | |

550.437 | Statistics, Information and Vision | Fall | Introduction to Probability, Introduction to Statistics |

550.620 | Probability Theory I | Fall | Analysis I, Introduction to Probability |

550.621 | Probability Theory II | Spring | Probability Theory I |

550.626 | Stochastic Processes II | Introduction to Stochastic Processes | |

550.630 | Statistical Theory | Spring | Introduction to Probability |

550.631 | Statistical Inference | Fall | Statistical Theory |

550.632 | Multivariate Statistical Theory | Statistical Theory, Matrix Analysis and Linear Algebra | |

550.633 | Time Series Analysis | Statistical Theory, Matrix Analysis and Linear Algebra | |

550.634 | Nonparametric and Robust Inference | Statistical Theory | |

550.661 | Foundations of Optimization | Fall | Analysis I |

550.662 | Optimization Algorithms | Spring | Foundations of Optimization |

550.672 | Graph Theory | Spring | Linear Algebra |

550.681 | Numerical Analysis | Spring | |

550.692 | Matrix Analysis and Linear Algebra | Fall | |

550.723 | Markov Chains | ||

550.730 | Topics in Statistics | ||

550.764 | Optimization of Functionals | Analysis I, Foundations of Optimization |

Course # | Course Name | Semester | Prerequisites |
---|---|---|---|

580.473 | Magnetic Resonance in Medicine | Fall | Signals and Systems |

Course # | Course Name | Semester | Prerequisites |
---|---|---|---|

600.441 | Vision-Based Interaction for Man and Machine | Computer Vision | |

600.445 | Computer-Integrated Surgery I | Fall | |

600.446 | Computer-Integrated Surgery II | Spring | Computer-Integrated Surgery I |

600.461 | Computer Vision | Fall | Data Structures, Calculus III, Linear Algebra |

600.462 | Applications of Computer Vision | Computer Vision | |

600.630 | Advanced Topics in Physics-Based Computer Vision | ||

600.646 | Advanced Computer-Integrated Surgery | Spring | Computer-Integrated Surgery I |

600.652 | Advanced Computer-Integrated Surgery Seminar | Spring | Computer-Integrated Surgery I |

Course # | Course Name | Semester | Prerequisites |
---|---|---|---|

520.414 | Image Processing and Analysis I | Fall | Signals and Systems |

520.415 | Image Processing and Analysis II | Spring | Image Processing and Analysis I |

520.419 | Iterative Algorithms | Fall | |

520.435 | Digital Signal Processing | Fall | Signals and Systems |

520.447 | Introduction to Information Theory and Coding | Fall | |

520.608 | Image Reconstruction and Restoration | Spring | Random Signal Analysis |

520.614 | Linear System Theory | ||

520.630 | Introduction to the Calculus of Variations and Optimal Control | Analysis I | |

520.643 | Digital Multimedia Coding and Processing | Fall | Digital Signal Processing |

520.645 | Adaptive Filtering | Fall | Digital Signal Processing |

520.646 | Wavelets and Filter Banks | Spring | Digital Signal Processing |

520.651 | Random Signal Analysis | Fall | |

520.652 | Filtering and Smoothing | Spring | Random Signal Analysis |

520.674 | Information Theoretic Methods in Statistics | Spring |

Course # | Course Name | Semester | Prerequisites |
---|---|---|---|

110.405 | Analysis I | Fall | Calculus III, Linear Algebra |

110.413 | Introduction to Topology | Alternate Years | Calculus III |

110.417 | Partial Differential Equations for Applications | Alternate Spring | Calculus III, Linear Algebra |

110.427 | Introduction to Calculus of Variation | Calculus I, II | |

110.439 | Introduction to Differential Geometry | Alternate Years | Calculus III, Linear Algebra |

110.619 110.620 | Lie Groups and Lie Algebras | Advanced Algebra II | |

110.631 110.632 | Partial Differential Equations | Real Variables | |

110.645 110.646 | Riemannian Geometry | Analysis I, Introduction to Topology |

Course # | Course Name | Semester | Prerequisites |
---|---|---|---|

530.601 | Continuum Mechanics | Fall | |

530.648 | Group Theory in Engineering Design | Alternate Falls |

Course # | Course Name | Departments | Semester | Prerequisites |
---|---|---|---|---|

600.746 520.746 | Medical Image Analysis Seminar | CS, ECE | ||

520.432 580.472 | Medical Imaging Systems | ECE, BME | Spring | Signals and Systems |

520.644 580.744 | Pattern Theory: From representation to Inference | ECE, BME | Spring |