Akademik Dersler - Tanıtım

Last Updated: 01/10/2025

Code - Course Title	Compulsory/Elective	Laboratory + Practice	ECTS
BVA208 - Medical Data Mining	II. SEMESTER	2 +0	2.0

Language of Instruction	Türkçe
Course Type	Area Elective Courses
Course Instructor(s)	SALİHA ACAR
Mode of Delivery	Face to face
Place of Delivery
Used Educational Platforms
Prerequisites	Basic Mathematical Knowledge
Courses Recomended	Basic Mathematical Knowledge
Recommended Resources	Faculty Recommendation
Work Placement	N/A
Aims of the Course

Weeks	Learning Outcomes	Topics	Teaching Methods
Week - 1		Introduction to Data Mining in Healthcare, and Fundamentals of Health Data Sources
Week - 2		Data Preprocessing Techniques for Health Data
Week - 3		Exploratory Data Analysis for Health Data
Week - 4		Classification Algorithms in Health Data Mining
Week - 5		Clustering Methods for Health Data Analysis
Week - 6		Association Rule Mining in Healthcare
Week - 7		Predictive Modeling for Disease Diagnosis
Week - 8		Text Mining in Biomedical Literature
Week - 9		Feature Selection and Dimensionality Reduction in Health Data
Week - 10		Evaluation Metrics for Data Mining Models
Week - 11		Ethical Considerations in Medical Data Mining
Week - 12		Regulatory Compliance in Health Data Analysis
Week - 13		Case Studies in Medical Data Mining
Week - 14		Medical Data Mining in the Industry

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Assessment Method and Passing Requirements
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