Track 1 Biosignal and Image Processing :
Biosignal Processing intoduction:
Signal processing involves the collection and analysis of data from patients or experiments in an effort to understand and identify individual components of the data set or signal. The manipulation and dissection of the data or signal provides the physician and experimenter with vital information on the condition of the patient or the status of the experiment. Biomedical engineers apply signal-processing methods to the design of medical devices that monitor and diagnose certain conditions in the human body.
Medical Image processing
From Wikipedia, the free encyclopedia
In electrical engineering and computer science, image processing is any form of signal processing for which the input is an image, such as photographs or frames of video; the output of image processing can be either an image or a set of characteristics or parameters related to the image. Most image-processing techniques involve treating the image as a two-dimensional signal and applying standard signal-processing techniques to it.
Image processing usually refers to digital image processing, but optical and analog image processing are also possible. This article is about general techniques that apply to all of them.
Credits (lecture-lab-self study)
Biosignal and Image Processing Track
EGBE 522 Bioelectric Signal Processing 3(3-0-6)
EGBE 523 Advanced Biomedical Image Processing 3(3-0-6)
EGBE 524 Discrete Transforms and Applications 3(3-0-6)
EGBE 605 Medical Imaging 3(3-0-6)
EGBE 610 Neural Networks 3(3-0-6)
EGBE 611 Advanced Medical Imaging 3(3-0-6)
EGBE 615 Physiological System Modeling and Identification 3(3-0-6)
EGBE 616 Optimization Methods 3(3-0-6)
EGBE 617 Random Variables and Stochastic Process 3(3-0-6)
EGBE 620 Wavelet and Time Frequency Analysis 3(3-0-6)
EGBE 621 Higher-Order Spectral Analysis 3(3-0-6)
EGEE 622 Computer Graphics in Medicine 3(3-0-6)
EGBE 623 Pattern Recognition 3(3-0-6)
EGBE 644 Neural Interfacing 3(3-0-6)
EGBE 680-689 Special Topics in Biomedical Engineering 3(3-0-6)