| Code |
Name of the Course Unit |
Semester |
In-Class Hours (T+P) |
Credit |
ECTS Credit |
| TVP255 |
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN HEALTHCARE |
3 |
4 |
2 |
3 |
GENERAL INFORMATION |
| Language of Instruction : |
Turkish |
| Level of the Course Unit : |
ASSOCIATE DEGREE, TYY: + 5.Level, EQF-LLL: 5.Level, QF-EHEA: Short Cycle |
| Type of the Course : |
Compulsory |
| Mode of Delivery of the Course Unit |
- |
| Coordinator of the Course Unit |
Lecturer SİBEL SEKMAN |
| Instructor(s) of the Course Unit |
|
| Course Prerequisite |
No |
OBJECTIVES AND CONTENTS |
| Objectives of the Course Unit: |
|
| Contents of the Course Unit: |
|
KEY LEARNING OUTCOMES OF THE COURSE UNIT (On successful completion of this course unit, students/learners will or will be able to) |
WEEKLY COURSE CONTENTS AND STUDY MATERIALS FOR PRELIMINARY & FURTHER STUDY |
| Week |
Preparatory |
Topics(Subjects) |
Method |
SOURCE MATERIALS & RECOMMENDED READING |
ASSESSMENT |
| Assessment & Grading of In-Term Activities |
Number of Activities |
Degree of Contribution (%) |
Description |
Examination Method |
| Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
CONTRIBUTION OF THE COURSE UNIT TO THE PROGRAMME LEARNING OUTCOMES
KNOWLEDGE |
Theoretical |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
The student will define the fundamental characteristics of the software, database components, and operating principles used in health information systems.
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| 2 |
It accurately explains the fundamental concepts, building blocks, and terminology specific to the field of health informatics.
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|
KNOWLEDGE |
Factual |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
It describes the technical concepts, data processing methods, and IT infrastructures used in managing health data.
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|
SKILLS |
Cognitive |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
Within the framework of occupational health and safety, it conducts a technical risk assessment for data processing processes.
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| 2 |
It regularly monitors the latest innovations and developments in the field of health information technology.
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| 3 |
By monitoring technological innovations and current technical applications in their field, they can adapt them to their profession.
|
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| 4 |
They evaluate developments in their field and effectively use health informatics tools and technological systems.
|
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|
|
SKILLS |
Practical |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
It uses health information systems, database tools, and IT equipment used in data processing applications in an accurate, reliable, and efficient manner.
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| 2 |
She/he develops appropriate solutions to problems that arise in her field.
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| 3 |
They effectively express technical and professional knowledge related to their field through written and oral communication methods.
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| 4 |
They follow scientific and technological developments in the field of health informatics by using a foreign language.
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OCCUPATIONAL |
Autonomy & Responsibility |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
Healthcare professionals, IT specialists, and technical teams share their professional knowledge in a clear and understandable manner.
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|
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|
|
OCCUPATIONAL |
Learning to Learn |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
It complies with professional ethical rules, data security principles, and relevant legislation.
|
|
|
|
|
|
|
OCCUPATIONAL |
Communication & Social |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
By embracing a lifelong learning mindset, it continuously pursues its development in the field of health informatics.
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| 2 |
In the processes of recording, analyzing, and reporting health data, scientific accuracy, ethical principles, and cultural sensitivity are observed.
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OCCUPATIONAL |
Occupational and/or Vocational |
|
Programme Learning Outcomes |
Level of Contribution |
| 0 |
1 |
2 |
3 |
4 |
5 |
| 1 |
He/She fully fulfills the technical, administrative, and operational responsibilities required by his/her profession.
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|
WORKLOAD & ECTS CREDITS OF THE COURSE UNIT |
Workload for Learning & Teaching Activities |
| Type of the Learning Activites |
Learning Activities (# of week) |
Duration (hours, h) |
Workload (h) |
| Lecture & In-Class Activities |
0 |
0 |
0 |
| Preliminary & Further Study |
0 |
0 |
0 |
| Land Surveying |
0 |
0 |
0 |
| Group Work |
0 |
0 |
0 |
| Laboratory |
0 |
0 |
0 |
| Reading |
0 |
0 |
0 |
| Assignment (Homework) |
0 |
0 |
0 |
| Project Work |
0 |
0 |
0 |
| Seminar |
0 |
0 |
0 |
| Internship |
0 |
0 |
0 |
| Technical Visit |
0 |
0 |
0 |
| Web Based Learning |
0 |
0 |
0 |
| Implementation/Application/Practice |
0 |
0 |
0 |
| Practice at a workplace |
0 |
0 |
0 |
| Occupational Activity |
0 |
0 |
0 |
| Social Activity |
0 |
0 |
0 |
| Thesis Work |
0 |
0 |
0 |
| Field Study |
0 |
0 |
0 |
| Report Writing |
0 |
0 |
0 |
| Final Exam |
0 |
0 |
0 |
| Preparation for the Final Exam |
0 |
0 |
0 |
| Mid-Term Exam |
0 |
0 |
0 |
| Preparation for the Mid-Term Exam |
0 |
0 |
0 |
| Short Exam |
0 |
0 |
0 |
| Preparation for the Short Exam |
0 |
0 |
0 |
| TOTAL |
0 |
0 |
0 |
|
Total Workload of the Course Unit |
0 |
|
|
Workload (h) / 25.5 |
0 |
|
|
ECTS Credits allocated for the Course Unit |
0,0 |
|