| Course Name |
Current Topics in Biomedical Engineering
|
|
Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
|
BME 302
|
FALL
|
3
|
0
|
3
|
5
|
| Prerequisites | None | |||||
| Course Language | English | |||||
| Course Type | ELECTIVE_COURSE | |||||
| Course Level | First Cycle | |||||
| Mode of Delivery | Face-To-Face | |||||
| Teaching Methods and Techniques of the Course | - | |||||
| National Occupational Classification Code | - | |||||
| Course Coordinator |
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| Course Lecturer(s) |
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| Assistant(s) | - | |||||
| Course Objectives | This course aims to present the fundamentals of biosignals, medical images, and their processing, along with the fundamental intelligent techniques required for their analysis. Additionally, it will provide an overview of medical lasers and optics. | |||||||||||||||||||||||||||||||||||||||||||||||||||||
| Learning Outcomes |
The students who succeeded in this course;
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| Course Description | This course aims to present the fundamentals of biosignals, medical images, and their processing, along with the fundamental intelligent techniques required for their analysis. Additionally, it will provide an overview of medical lasers and optics. | |||||||||||||||||||||||||||||||||||||||||||||||||||||
| Related Sustainable Development Goals |
-
|
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Core Courses |
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| Major Area Courses |
X
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| Supportive Courses |
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| Media and Managment Skills Courses |
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| Transferable Skill Courses |
|
| Week | Subjects | Required Materials | Learning Outcome |
| 1 | Biosignal processing- introduction | Najarian, K., & Splinter, R. (2012). Biomedical signal and image processing. Taylor & Francis. Chap 1 | LO1 |
| 2 | Mathematical Tools in Data Processing | Lecture Notes | LO1 |
| 3 | Biosignal processing - EEG | Najarian, K., & Splinter, R. (2012). Biomedical signal and image processing. Taylor & Francis.Chap 10 | LO2 |
| 4 | Biosignal processing - ECG | Najarian, K., & Splinter, R. (2012). Biomedical signal and image processing. Taylor & Francis. Chap 9 | LO2 |
| 5 | Biomedical image processing I | Najarian, K., & Splinter, R. (2012). Biomedical signal and image processing. Taylor & Francis. Chap 3&4 | LO3 |
| 6 | Biomedical image processing II | Najarian, K., & Splinter, R. (2012). Biomedical signal and image processing. Taylor & Francis. Chap 3&4 | LO3 |
| 7 | Biomedical image processing III | Najarian, K., & Splinter, R. (2012). Biomedical signal and image processing. Taylor & Francis. Chap 3&4 | LO3 |
| 8 | Midterm Exam | Ara Sınav | - |
| 9 | Biomedical optics and laser I | Enderle, J., & Bronzino, J. (Eds.). (2012). Introduction to biomedical engineering. Academic press. ISBN: 978-0-12-374979-6 Chap 17 | LO4 |
| 10 | Biomedical optics and laser II | Enderle, J., & Bronzino, J. (Eds.). (2012). Introduction to biomedical engineering. Academic press. ISBN: 978-0-12-374979-6 Chap 17 | LO4 |
| 11 | Introduction to Matlab | Lecture notes | LO2 |
| 12 | Artificial intelligence in biomedical engineering I | Lecture notes | LO5 |
| 13 | Artificial intelligence in biomedical engineering II | Lecture notes | LO5 |
| 14 | Artificial intelligence in biomedical engineering III | Lecture notes | LO5 |
| 15 | Review of the course | - | |
| 16 | Final Exam | Final Exam | - |
| Course Notes/Textbooks | Enderle. J.. & Bronzino. J. (Eds.). (2012). Introduction to biomedical engineering. Academic press. ISBN: 978-0-12-374979-6 && Najarian. K.. & Splinter. R. (2012). Biomedical signal and image processing. Taylor & Francis. |
| Suggested Readings/Materials | - |
| Semester Activities | Number | Weighting | LO1 | LO2 | LO3 | LO4 | LO5 |
| Homework / Assignments | 1 | 25 | X | X | X | ||
| Presentation / Jury | 1 | 5 | X | X | X | X | |
| Midterm | 1 | 30 | X | X | X | ||
| Final Exam | 1 | 40 | X | X | X | X | X |
| Total | 4 | 100 |
| Semester Activities | Number | Duration (Hours) | Workload |
|---|---|---|---|
| Participation | - | - | - |
| Theoretical Course Hours | 16 | 3 | 48 |
| Laboratory / Application Hours | - | - | - |
| Study Hours Out of Class | 14 | 2 | 28 |
| Field Work | - | - | - |
| Quizzes / Studio Critiques | - | - | - |
| Portfolio | - | - | - |
| Homework / Assignments | 4 | 6 | 24 |
| Presentation / Jury | 1 | 4 | 4 |
| Project | - | - | - |
| Seminar / Workshop | - | - | - |
| Oral Exams | - | - | - |
| Midterms | 1 | 18 | 18 |
| Final Exam | 1 | 28 | 28 |
| Total | 150 |
| # | PC Sub | Program Competencies/Outcomes | * Contribution Level | ||||
| 1 | 2 | 3 | 4 | 5 | |||
| 1 |
Engineering Knowledge: Knowledge of mathematics, science, basic engineering, computation, and related engineering discipline-specific topics; the ability to apply this knowledge to solve complex engineering problems. |
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| 1 |
Mathematics |
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| 2 |
Science |
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| 3 |
Basic Engineering |
LO4 | |||||
| 4 |
Computation |
LO2 | |||||
| 5 |
Related engineering discipline-specific topics |
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| 6 |
The ability to apply this knowledge to solve complex engineering problems |
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| 2 |
Problem Analysis: Ability to identify, formulate and analyze complex engineering problems using basic knowledge of science, mathematics and engineering, and considering the UN Sustainable Development Goals relevant to the problem being addressed. |
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| 3 |
Engineering Design: The ability to devise creative solutions to complex engineering problems; the ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions. |
||||||
| 1 |
Ability to design creative solutions to complex engineering problems |
LO5 | |||||
| 2 |
Ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions |
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| 4 |
Use of Techniques and Tools: Ability to select and use appropriate techniques, resources, and modern engineering and computing tools, including estimation and modeling, for the analysis and solution of complex engineering problems, while recognizing their limitations. |
LO3 | |||||
| 5 |
Research and Investigation: Ability to use research methods to investigate complex engineering problems, including literature research, designing and conducting experiments, collecting data, and analyzing and interpreting results. |
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| 1 |
Literature research for the study of complex engineering problems |
LO1 | |||||
| 2 |
Designing experiments |
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| 3 |
Ability to use research methods, including conducting experiments, collecting data. analyzing and interpreting results |
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| 6 |
Global Impact of Engineering Practices: Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals; awareness of the legal implications of engineering solutions. |
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| 1 |
Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals |
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| 2 |
Awareness of the legal implications of engineering solutions |
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| 7 |
Ethical Behavior: Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility; awareness of being impartial, without discrimination, and being inclusive of diversity. |
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| 1 |
Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility ethical responsibility |
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| 2 |
Awareness of being impartial and inclusive of diversity, without discriminating on any subject |
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| 8 |
Individual and Teamwork: Ability to work effectively, individually and as a team member or leader on interdisciplinary and multidisciplinary teams (face-to-face, remote or hybrid). |
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| 1 |
Ability to work individually and within the discipline |
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| 2 |
Ability to work effectively as a team member or leader in multidisciplinary teams (face-to-face, remote or hybrid) |
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| 9 |
Verbal and Written Communication: Taking into account the various differences of the target audience (such as education, language, profession) on technical issues. |
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| 1 |
Ability to communicate verbally |
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| 2 |
Ability to communicate effectively in writing |
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| 10 |
Project Management: Knowledge of business practices such as project management and economic feasibility analysis; awareness of entrepreneurship and innovation. |
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| 1 |
Knowledge of business practices such as project management and economic feasibility analysis |
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| 2 |
Awareness of entrepreneurship and innovation |
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| 11 |
Lifelong Learning: Lifelong learning skills that include being able to learn independently and continuously, adapting to new and developing technologies, and thinking questioningly about technological changes. |
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*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
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