ENGR 7023 Advanced Biomedical Data and Images
Credit Points 10
Legacy Code 301211
Coordinator Upul Gunawardana Opens in new window
Description This unit will cover advanced biomedical signal and data analysis including electrocardiography, electroencephalography, human-computer-interface, electromyography, machine learning and biomedical images. This unit will have a strong practical design focus with laboratories and tutorials focused on the design of usable software packages dealing with real biomedical signals.
School Eng, Design & Built Env
Discipline Biomedical Engineering
Student Contribution Band HECS Band 2 10cp
Level Postgraduate Coursework Level 7 subject
Restrictions
Students must be enrolled in a postgraduate program
Assumed Knowledge
Signals theory; computer skills including use of MATLAB.
Learning Outcomes
On successful completion of this subject, students should be able to:
- Process biomedical signals.
- Write user-interface to automatically/aid expert scoring signals.
- Analyse and process biomedical images.
- Develop complex signal manipulation strategies.
Subject Content
Introduction to Biomedical Signals
Digital filters for Biomedical Signals
Automated scoring of Biomedical Signals
Biomedical images: production and processing
Advanced techniques for data manipulations
Assessment
The following table summarises the standard assessment tasks for this subject. Please note this is a guide only. Assessment tasks are regularly updated, where there is a difference your Learning Guide takes precedence.
| Item | Length | Percent | Threshold | Individual/Group Task |
|---|---|---|---|---|
| Professional Task | Three submissions required (see schedule of activities for due dates) | 80 | N | Individual |
| Presentation | 15 minutes | 20 | N | Individual |
Prescribed Texts
- Semmlow, JL 2004, Biosignal and biomedical image processing MATLAB-based applications, Marcel Dekker, New York.
Teaching Periods
Autumn
Parramatta City - Macquarie St
Day
Subject Contact Upul Gunawardana Opens in new window