| MATHEMATICS (TURKISH, PHD) | |||||
| PhD | TR-NQF-HE: Level 8 | QF-EHEA: Third Cycle | EQF-LLL: Level 8 | ||
| Course Code | Course Name | Semester | Theoretical | Practical | Credit | ECTS |
| BME4012 | Image Processing for Medical Applications | Fall | 2 | 2 | 3 | 6 |
| The course opens with the approval of the Department at the beginning of each semester |
| Language of instruction: | En |
| Type of course: | Departmental Elective |
| Course Level: | |
| Mode of Delivery: | Face to face |
| Course Coordinator : | Dr. Öğr. Üyesi BORA BÜYÜKSARAÇ |
| Course Objectives: | • To present image representations widely used in medical imaging. • To teach the functions of the major image processing techniques. • To show the results of image processing for selected applications of medical imaging. |
|
The students who have succeeded in this course; |
| Week | Subject | Related Preparation | |
| 1) | Image representation, pixels and voxels, algebraic image operations | ||
| 2) | Gray scale and color representation | ||
| 3) | Image file formats, DICOM | ||
| 4) | Image quality and the signal-to-noise ratio | ||
| 5) | Operations in intensity space | ||
| 6) | The intensity transform function and the dynamic range | ||
| 7) | Windowing, histograms and histogram operations | ||
| 8) | Filtering and transformations, smoothing and sharpening operations | ||
| 9) | Differentiation and edge detection | ||
| 10) | The segmentation problem and Region of Interest (ROI) definition | ||
| 11) | Thresholding, region growing | ||
| 12) | Spatial transforms, discretization – resolution and artifacts, interpolation and volume regularization | ||
| 13) | Translation and rotation, rotation in 2D – some properties of the rotation matrix | ||
| 14) | Rotation and translation in 3D | ||
| Course Notes: | • Applied Medical Image Processing: A Basic Course, Second Edition, Wolfgang Birkfellner |
| References: |
| Semester Requirements | Number of Activities | Level of Contribution |
| Attendance | % 0 | |
| Laboratory | % 0 | |
| Application | 1 | % 30 |
| Field Work | % 0 | |
| Special Course Internship (Work Placement) | % 0 | |
| Quizzes | % 0 | |
| Homework Assignments | % 0 | |
| Presentation | % 0 | |
| Project | % 0 | |
| Seminar | % 0 | |
| Midterms | 1 | % 30 |
| Preliminary Jury | % 0 | |
| Final | 1 | % 40 |
| Paper Submission | % 0 | |
| Jury | % 0 | |
| Bütünleme | % 0 | |
| Total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 60 | |
| PERCENTAGE OF FINAL WORK | % 40 | |
| Total | % 100 | |
| No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
| Program Outcomes | Level of Contribution |