| Language of Instruction |
Türkçe |
| Course Type |
Area Elective Courses |
| Course Instructor(s) |
PROF. DR. ALPER TOLGA KUMTEPE |
| Mode of Delivery |
Face to face |
| Prerequisites |
Basic Mathematical Knowledge |
| Courses Recomended |
Basic Mathematical Knowledge |
| Recommended Reading List |
It will be announced later. |
| Assessment methods and criteria |
1 midterm exam, 1 final exam |
| Work Placement |
N/A |
| Catalog Content |
The course surveys AI in healthcare end-to-end: Introduction to AI in Healthcare; Foundations of Machine Learning; Foundations of Deep Learning; Natural Language Processing in Healthcare; Computer Vision Applications in Medicine; Data Collection and Preprocessing; Storage and Management of Health Data; Machine Learning Algorithms for Health Data Analysis; Ethical Considerations in AI-enabled Care; Legal Regulations and Compliance; AI Applications for Medical Imaging Analysis; AI-based Disease Diagnosis; Personalized Treatment Planning; AI for Drug Discovery and Development; Future Trends and Emerging Technologies in Healthcare AI. |
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