| Physiotherapy and Rehabilitation | |||||
| Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 | ||
| Course Code: | FTR036 | ||||
| Course Name: | Sağlıkta Yapay Zeka ve Makine Öğrenmesi | ||||
| Semester: | Spring | ||||
| Course Credits: |
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| Language of instruction: | Turkish | ||||
| Course Condition: | |||||
| Does the Course Require Work Experience?: | No | ||||
| Type of course: | Departmental Elective | ||||
| Course Level: |
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| Mode of Delivery: | Face to face | ||||
| Course Coordinator: | Öğr. Gör. KÜBRA KARDEŞ | ||||
| Course Lecturer(s): | Doç. Dr. Yasemin Buran Çırak | ||||
| Course Assistants: |
| Course Objectives: | This course, individuals who are interested in the field of Health Informatics; It is aimed to contribute to the acquisition of theoretical and applied knowledge and skills in Artificial Intelligence, Artificial learning algorithms, Artificial Intelligence Applications in Health Sciences, R programming language, Biological Databases and Data Access, Basic preprocessing methods in Health, Data Classification and Clustering. |
| Course Content: | Artificial Intelligence, Machine learning algorithms, Artificial Intelligence Applications in Health Sciences, R programming language, Biological Databases and Data Access, Basic preprocessing methods in Health, Data Classification and Clustering |
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The students who have succeeded in this course;
1) Knows Artificial Intelligence, Artificial learning algorithms, Artificial Intelligence Applications in Health Sciences, R programming language. 2) Biological Databases and Data Access. Basic preprocessing methods in Health, Data Classification and Clustering. |
| Week | Subject | Related Preparation |
| 1) | Meeting and General Information | |
| 2) | Intelligence, Artificial Intelligence, definition, history | |
| 3) | Data and data mining | |
| 4) | Machine learning algorithms | |
| 5) | Artificial Intelligence Applications in Health Sciences | |
| 6) | R programming language | |
| 7) | R programming language | |
| 8) | Midterm | |
| 9) | Biological Databases and Access to Data | |
| 10) | Basic preprocessing methods and Outliers in Health | |
| 11) | Data Classification process | |
| 12) | Data Clustering | |
| 13) | Project Presentations | |
| 14) | Project Presentations | |
| 15) | Final | |
| 16) | Final |
| Course Notes / Textbooks: | Ders sunumları |
| References: | Özkan, Y. Ve Erol, Ç., 2018, "Kanser Bıyoenformatığınde Yapay Zeka", Isbn: 978-605-9594-54-7, Papatya Yayıncılık Eğıtım A.Ş., İstanbul |
| Course Learning Outcomes | 1 |
2 |
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|---|---|---|---|---|---|---|---|---|
| Program Outcomes | ||||||||
| 1) Knows the basic concepts and terminology, evaluation processes and methodological application principles in the field of physiotherapy and rehabilitation; uses this advanced knowledge in study, research and practice. | 1 | 1 | ||||||
| 2) Makes the necessary assessment, definition and planning for physiotherapy and rehabilitation applications by using the theoretical and applied concepts and principles related to physiotherapy and rehabilitation. | 2 | 2 | ||||||
| 3) Implements the physiotherapy and rehabilitation program systematically and safely within the framework of ethical principles in the light of professional attitudes and skills; terminates or changes as necessary. | 2 | 2 | ||||||
| 4) Takes initiatives to protect and improve public health and welfare; contributes to the production of health strategies and policies suitable for the changing and diversifying needs of the society in the field of physiotherapy and rehabilitation. | 1 | 3 | ||||||
| 5) Organizes physiotherapy and rehabilitation services effectively and adequately, manages the business processes necessary for the continuity and development of the quality and organizational function; generates solutions against problems in line with knowledge and evidence. | 2 | 1 | ||||||
| 6) Keeps records and prepares reports for quality service and research in the field of physiotherapy and rehabilitation; adopts ethical, deontological principles and legal framework in collecting, recording and reporting data. | 2 | 2 | ||||||
| 7) Carries out professional and academic studies independently by using his knowledge; works as a team member and assumes responsibility in effective communication and cooperation with other professional groups working in this field. | ||||||||
| 8) It adopts the principle of personal development, information literacy and lifelong learning; contributes to quality improvement, training and promotion programs related to the field, and demonstrates its professional behavior at an international level. | 1 | 1 | ||||||
| No Effect | 1 Lowest | 2 Average | 3 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | Knows the basic concepts and terminology, evaluation processes and methodological application principles in the field of physiotherapy and rehabilitation; uses this advanced knowledge in study, research and practice. | 2 |
| 2) | Makes the necessary assessment, definition and planning for physiotherapy and rehabilitation applications by using the theoretical and applied concepts and principles related to physiotherapy and rehabilitation. | 1 |
| 3) | Implements the physiotherapy and rehabilitation program systematically and safely within the framework of ethical principles in the light of professional attitudes and skills; terminates or changes as necessary. | 1 |
| 4) | Takes initiatives to protect and improve public health and welfare; contributes to the production of health strategies and policies suitable for the changing and diversifying needs of the society in the field of physiotherapy and rehabilitation. | 1 |
| 5) | Organizes physiotherapy and rehabilitation services effectively and adequately, manages the business processes necessary for the continuity and development of the quality and organizational function; generates solutions against problems in line with knowledge and evidence. | 3 |
| 6) | Keeps records and prepares reports for quality service and research in the field of physiotherapy and rehabilitation; adopts ethical, deontological principles and legal framework in collecting, recording and reporting data. | |
| 7) | Carries out professional and academic studies independently by using his knowledge; works as a team member and assumes responsibility in effective communication and cooperation with other professional groups working in this field. | 1 |
| 8) | It adopts the principle of personal development, information literacy and lifelong learning; contributes to quality improvement, training and promotion programs related to the field, and demonstrates its professional behavior at an international level. | 2 |
| Semester Requirements | Number of Activities | Level of Contribution |
| Midterms | 1 | % 40 |
| Final | 1 | % 60 |
| total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 40 | |
| PERCENTAGE OF FINAL WORK | % 60 | |
| total | % 100 | |
| Activities | Number of Activities | Workload |
| Course Hours | 14 | 28 |
| Study Hours Out of Class | 14 | 84 |
| Midterms | 1 | 1 |
| Final | 1 | 1 |
| Total Workload | 114 | |