EE 5345-Medical Signal Analysis
Spring 2003
To view most of these materials, you will need the free Adobe
Acrobat reader. If you do not have it, you may download it
here!
- Course Syllabus
- Modules
- Exams
- Send instructor your feedback
- Lectures:
- A/D
Converters, Review of DSP, Digital Filters.
- Analog Filter
Design, IIR Filter Design: Impulse Invariance.
- IIR Filter
Design: Bilinear Transform, FIR Filter Design, Periodogram, Radiography.
- Radiography
(cont.), Tomography, Fourier Slice Theorem, Filtered Back Projection Algorithm.
- Filtered Back
Projection (cont.), MRI, Ultrasonic Imaging.
- Ultrasonic
Attenuation and Backscatter, A-Mode, M-Mode,B-Mode, Noise Sources in Ultrasound Scans.
- Far-Field
Transducer Response, Phased Array Response, Nuclear Medicine,
Radioactive Decay.
- Radioactive
Decay, PM Tubes, Anger
Cameras, Pinhole & Aperture Imaging, Pinhole and Parallel Hole Collimators.
- Collimator
Geometry, PET, SPECT, Bone, Liver, and Lung Scans, Examples of
Different Imaging Modalities.
- Examples of CT
and MR scanners, ECG Data Compression.
- Turning Point,
Fan, AZTEC, Quantizers.
- Differential
Quantization, Delta Modulation, DPCM.
- Matrices,
Review of Linear ALgebra, Autocorrelation Method of Linear Prediction.
- Huffman Coding.
- 2-Channel Filter Banks, Quadrature Mirror Filter Banks,
Perfect Reconstruction Filter Banks.
-
Smith-Barnwell Filter Bank Design, Application to
ECG Signal Compression.
- Iterated
Filter Banks, Subband Coding, Bit Allocation.
- Compression
Performance, Case Studies, ECG Component Detection, (Non) Syntactic Detection.
- Case Study, HR
Measurement, HMM QRS Detection.
- Hidden Markov Models.
- Forward-Backward Algorithm, Viterbi Algorithm.
- Viterbi
(cont.), Baum-Welch Algorithm, Case Study.
last modified: 1/16/03