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4520. Digital Image Processing for Biomedical Engineering

3.00 credits

Prerequisites: ECE 3101; open only to BME majors, others with consent. Not open for credit to students who have passed BME 4985 as Digital Image Processing for BME.

Grading Basis: Graded

Fundamentals of digital signal processing with particular emphasis on problems in biomedical research and clinical medicine. Principles and algorithms for processing both deterministic and random signals. Topics include ECG, image modalities, discrete Fourier transform, Fast Fourier transform, data acquisition, sampling, filtering, denosing, regularization, coding, feature extraction and modeling, image segmentation and registration, and machine learning. Includes the training of a neural network to classify images with different diseases.

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