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 |
|