Physical/engineering principles of ultrasound, magnetic resonance, computed tomography and X-ray projection imaging. Methods of feature detection, segmentation, registration and visualization of 2D and 3D images. Applications in diagnostics, therapeutics and interventions.
A need exists to provide students with an understanding of the creation and analysis of medical images. Medical imaging is used in research areas ranging from surgical robotics to computer graphics. Students using medical images in their research need to know the fundamental limitations on their interpretation and use in computer analysis techniques. Students also need an awareness of how image analysis techniques are tailored to medical images.
The course is expected to appeal to students in Electrical and Computer Engineering, Mechanical Engineering, Computer Science, and Physics. The overall goal for all of these students is the same: To achieve a sufficient understanding of the principles of the most common medical imaging techniques and be able to implement various analysis algorithms while understanding their limitations.
Fundamentals of Medical Imaging, 2009, by Paul Suetens, Publisher: Cambridge University Press. Handbook of Medical Imaging, SPIE Press, 2000 “Ultrasonic Bioinstrumentation”, D. Christensen.