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Information
| Unit | FACULTY OF ENGINEERING |
| BIOMEDICAL ENGINEERING PR. | |
| Code | BMS430 |
| Name | Medical Image Processing |
| Term | 2019-2020 Academic Year |
| Semester | 8. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 5 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Lisans Dersi |
| Type | Normal |
| Label | E Elective |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Doç. Dr. AHMET AYDIN |
| Course Instructor |
Doç. Dr. AHMET AYDIN
(Bahar)
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
To learn the currently used digital image processing methods and to understand the medical applications of these methods.
Course Content
Digital Image Fundamentals, Intensity Transformations and Spatial Filtering, Image Restoration and Reconstruction, Color Image Processing, Morphological Image Processing, Image Segmentation, Representation and Description
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Learns Basics of Digital Image Processing |
| LO02 | Learns Intensity Transformations, Spatial Filtering, Histogram Processing |
| LO03 | Learns Noise Models and Noise Filtering Methods, Image Reconstruction Methods Used For Computer Tomography |
| LO04 | Learns Color Image Processing Methods |
| LO05 | Learns Morphological Image Processing Methods such as Erosion, Dilation, Boundary Extraction etc. |
| LO06 | Learns Image Segmentation Methods such as Point, Line and Edge Detection, Basic and Adaptive Thresholding, Region-Based Segmentation etc. |
| LO07 | Learns Boundary and Regional Representation and Description Methods |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | - | 1. Solve the scientific problems encountered in medicine and medical technologies by applying technical approaches of disciplines. 2. Self development on science and technology issues. 3. Assess the contributions of engineering solutions on medicine, medical technologies and healthcare | 3 |
| PLO02 | - | 1. Define the problems about Biomedical Engineering 2. Modelling the problems about Biomedical Engineering. | 4 |
| PLO03 | - | 1. Analyse data and interpret results | 3 |
| PLO04 | - | 1. Utilize modern techniques and computing tools which are essential for Engineering applications | 4 |
| PLO05 | - | 1. Design and analyse a defined process 2. Recognise national and international problems for Biomedical Engineering | 3 |
| PLO06 | - | Understand the research problems of medical doctor with engineering perspective | 5 |
| PLO07 | - | 1. Describe the ideas clearlywith written and verbally 2. Have the interdisciplinary teamwork skills | 5 |
| PLO08 | - | 1. Have knowledge on calibration and quality assurance systems in Biomedical Engineering 2. Have the sense of responsibility and professional ethics | 2 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction | Review of the Syllabus | |
| 2 | Introduction to Digital Image Processing and Basic Methods | Review of Chapter 1 of Lecture Book | |
| 3 | Image Acquisition and Digitization | Review of Section 2.1, 2.2, 2.3, 2.4 of Lecture Book | |
| 4 | Basic Tools for Digital Image Processing | Review of Section 2.5, 2.6 of Lecture Book | |
| 5 | Intensity Transformation and Histogram Processing | Review of Section 3.1, 3.2, 3.3 of Lecture Book | |
| 6 | Spatial Filtering - 1 | Review of Section 3.4, 3.5 of Lecture Book | |
| 7 | Spatial Filtering - 2 | Review of Section 3.6, 3.7 of Lecture Book | |
| 8 | Mid-Term Exam | Mid-Term Exam | |
| 9 | Image Restoration and Reconstruction | Review of Chapter 5 of Lecture Book | |
| 10 | Color Image Processing | Review of Chapter 6 of Lecture Book | |
| 11 | Morphological Image Processing | Review of Chapter 9 of Lecture Book | |
| 12 | Image Segmentation - 1 | Review of Section 10.1, 10.2, 10.3 of Lecture Book | |
| 13 | Image Segmentation - 2 | Review of Section 10.4, 10.5, 10.6 of Lecture Book | |
| 14 | Shape Description | Review of Chapter 11 of Lecture Book | |
| 15 | Review and QA | Review of the Lecture Notes | |
| 16 | Term Exams | Final Exams | |
| 17 | Term Exams | Final Exams |
Assessment (Exam) Methods and Criteria
| Assessment Type | Midterm / Year Impact | End of Term / End of Year Impact |
|---|---|---|
| 1. Homework | 100 | 20 |
| General Assessment | ||
| Midterm / Year Total | 100 | 20 |
| 1. Final Exam | - | 80 |
| Grand Total | - | 100 |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 3 | 42 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 1 | 10 | 10 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 12 | 12 |
| Final Exam | 1 | 18 | 18 |
| Total Workload (Hour) | 124 | ||
| Total Workload / 25 (h) | 4,96 | ||
| ECTS | 5 ECTS | ||