CSE 594 - Medical Imaging
General Info:
Instructor: Prof.
Klaus Mueller
Office hours: CS 2428 W 2-3 pm (or send email for
appointment)
Phone: 632-1524
Email: mueller AT cs DOT sunysb DOT edu
Grader: TBD
Office hours:
Phone:
Email:
Meeting time and venue:
Chemistry 128, Tu Th 5:20 - 6:40 pm
Summary:
This course presents an
introduction to the mathematical, physical, and computational principles
underlying modern medical imaging systems. It will cover fundamentals of
X-ray radiography, X-ray computed tomography (CT), ultrasonic imaging,
nuclear imaging, magnetic resonance imaging (MRI), and functional MRI
(fMRI), as well as more general concepts required for these, such as
linear systems theory and the Fourier Transform. Popular techniques for
the visualization, segmentation, and analysis of medical image data will
also be discussed, as well as applications of medical imaging, such as
image-guided intervention. The course material is well suited for
students in computer science, biomedical engineering, and electrical
engineering.
ABET course objectives:
Prepare students for employment in the field of medical
imaging.
Prepare students for graduate study in this or related
fields.
Augment the knowledge of students working in related
fields.
Prerequisites:
AMS 161 or MAT 127 or 132 or 142
(Calculus)
AMS 210 or MAT 211 (Linear Algebra)
or permission of instructor
Texts:
Required: "Fundamentals of
Medical Imaging" by Paul Suetens, Cambridge University Press
Grading (tentative):
Lab projects / homework assignments: 30%
Midterms: 30%
Final project: 40%