M.Sc. Tezi Görüntüleme

Student: İlknur KAYIKÇIOĞLU
Supervisor: Yrd. Doç. Dr. Güzin ULUTAŞ
Department: Bilgisayar Mühendisliği
Institution: Graduate School of Natural and Applied Sciences
University: Karadeniz Technical University Turkey
Title of the Thesis: DETECTION OF ECG ST SEGMENT CHANGES USING TIME FREQUENCY TRANSFORMS FOR THE EARLY DIAGNOSIS OF MYOCARDIAL INFARCTION
Level: M.Sc.
Acceptance Date: 22/5/2017
Number of Pages: 104
Registration Number: i3176
Summary:

      Early detecetion of ST segment’s depression or elevation is very important for prevention of myocardial ischemia and it is very important to prevent a myocardial infarction that may occur in the future. In the thesis study, methods based on time-frequency transforms have been developed in order to early detection of ST segment’s depressions or elevations in the ECG R-R interval. In the first phase of the thesis study; a class was formed from RR intervals with healthy and arrhythmia and the other class was formed from RR intervals with ST segment changes. In the second phase; R-R intervals with arrhythmia, healthy, ST segment depression and ST segment elevation were selected to be four classes.

      

      Key Words: Electrocardiogram (ECG), ST Segment Changes, Myocardial infarction, Time- Frequency Transforms, Pattern Recognition.