ECG signal processing techniques by using asp.net application based on gui in Matlab
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2015
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Danışman: Doç. Dr. İlyas Çankaya
Özet (EN)
An electrocardiogram (ECG/EKG) is an electrical recording of the heart and is used as an essential diagnostic tool in the investigation of heart disease, so any defect of heart rate or rhythm, or change in the shape of the QRS complex, is very significant to get an evidence for detecting cardiac arrhythmia. The most of earlier methods of ECG signal analysis for detecting PQRST was based on Digital Signal Processing (DSP) technique, for example Wavelet Transform(WF), Fast Fourier Transform(FFT) and Artificial Neural Networks(ANN). The work in this thesis have proposed a simple and dependable method to detect the P, Q, R, S and T values of an ECG signal normal and abnormal cases. This method is based on determination a mathematical relationship between the highest values (peaks and valleys) of the ECG waveform and time. Second part in the thesis includes using three different digital signals processing techniques for ECG signals are: Digital Filters (FIR and IIR), Wavelet signal processing (Filters Banks technique) and adaptive Filter Signal Processing. The work in this thesis is exemplified through designing a graphical user Interface (GUI) in MATLAB for creating a new software package for revealing of PQRST for both normal and abnormal ECG using a simple mathematical algorithm to get PQRST values, draw these values at the same time and share the package results to website using the ASP .NET application. The proposed software system will be devoted to the purposes of scientific research in the medical and engineering fields together, rather than clinical diagnosis as well as it can be utilized in training for clinicians and engineers working together in the same field which related to heart disease.
Yazar
Hussaın A. Jaber Alzıarjawey
Kurum
Bu Yayına Nasıl Atıf Yapılır
Hussaın A. Jaber Alzıarjawey (Master Thesis). ECG signal processing techniques by using asp.net application based on gui in Matlab, 2015, Ankara Yıldırım Beyazıt University.
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