Medical Imaging
A survey of modern techniques for medical imaging relevant in clinical and research settings, and associated techniques of image processing. Review of optics; classical microscopy; CT; fluorescence and 2-photon microscopy; interferometry; phase microscopy; ultrasound, CAT and OCT; MRI and f-MRI. Introduction to wavelet theory and sparse coding. Limits and noise sensitivity of various modalities (e.g., speckle nise in OCT, diffraction limit in classical microscopy, phase noise in interferometry); denoising and contrast enhancement. Feature extraction from medical images and 3D stacks.
Prerequisite: ECE211. Recommended prerequisite: ECE310
Credits: 3.00
Course Code: ECE 435
