Information Package / Course Catalogue
| Course Code | : MCS520 |
| Course Type | : Area Elective |
| Couse Group | : Second Cycle (Master's Degree) |
| Education Language | : English |
| Work Placement | : N/A |
| Theory | : 3 |
| Prt. | : 0 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 8 |
This course is intended to introduce methods and techniques of image processing for image analysis, pattern recognition and visualization for supporting computer aided diagnostics and therapy.
The content of this course covers topics starting with generating medical images, registration and segmentation of medical image data, quantitative image analysis, classification and image recognition up to visualization medical image data and computer supported diagnostics and therapy.
| Lec. Samsun Mustafa BAŞARICI |
| 1. | Explain the basic terms related to medical images and their generation. |
| 2. | Understand the foundations of image processing systems supporting diagnosis and therapy. |
| 3. | Assess and perform medical image registration. |
| 4. | Evaluate and apply medical image segmentation. |
| 5. | Develop a strong understanding for quantitative image analysis, classification and image recognition. |
| 1. | Thomas M. Deserno, “Biomedical Image Processing”, Springer, 2013, ISBN: 978-3642267307 |
| 2. | John C. Russ, “The Image Processing Handbook, 6th Ed.”, CRC Press Inc, 2011, ISBN: 978-1439840450 |
| 3. | John L. Semmlow, Benjamin Griffel, “Biosignal and Medical Image Processing, 3rd Ed. ”, CRC Press Inc, 2014, ISBN: 978-1466567368 |
| 4. | Ryszard Tadeusiewicz, “Medical Image Understanding Technology: Artificial Intelligence and Soft-Computing for Image Understanding”, Springer, 2004, ISBN: 978-3540219859 |
| Type of Assessment | Count | Percent |
|---|---|---|
| Midterm Examination | 1 | %10 |
| Final Examination | 1 | %70 |
| Term Assignment | 1 | %20 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 14 | 2 | 3 | 70 |
| Term Project | 1 | 40 | 10 | 50 |
| Midterm Examination | 1 | 35 | 3 | 38 |
| Final Examination | 1 | 45 | 3 | 48 |
| TOTAL WORKLOAD (hours) | 206 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | |
OÇ-1 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 |
OÇ-2 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 4 | 3 |
OÇ-3 | 3 | 3 | 5 | 5 | 5 | 4 | 3 | 5 | 5 |
OÇ-4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 |
OÇ-5 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 4 | 3 |