Biomedical Signal Processing

Advanced techniques in biomedical image and signal processing for patient monitoring and diagnostics. Topics include: disease detection and classification, clustering approaches, adaptive filtering, Image classification and decision support, imaging modalities (MRI, ultrasound), medical image database and retrieval, medical image analysis (advanced algorithms, technologies, state-of-the-art modalities). Students examine real-world medical images and signals, toward disease detection and classification using a variety of techniques and technologies.