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4520. Digital Image Processing for Biomedical Engineering

3.00 credits

Prerequisites: BME 3400 or ECE 3101; open only to Biomedical Engineering majors, others by instructor consent.

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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