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PPG-based analysis of heart rate variability
Zachar, Erik ; Šaclová, Lucie (referee) ; Ronzhina, Marina (advisor)
HRV, PPG, simultaneous measurement, HRV analysis, daily activities, ECG, deviation detection, respiratory curve
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Breathing Rate Estimation from the Photoplethysmogram
Petrík, Jakub ; Králík, Martin (referee) ; Kozumplík, Jiří (advisor)
The main topic of this bachelor thesis are methods for breathing rate estimations from photopletysmographic signals. In the theoretical part of the thesis we find a biref review of methods that are used for breathing rate estimation. These methods are than tested and their performance is evaluated on two pubilc databases BIDMC and CapnoBase. These databases also contain reference values of respiratory rate.
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PPG-based analysis of heart rate variability
Zachar, Erik ; Šaclová, Lucie (referee) ; Ronzhina, Marina (advisor)
The Bachelor's thesis is focused on heart rate variability and its analysis using PPG records. This thesis describes, explains and compares methods of measuring heart rate using electrocardiographic (ECG) and photoplethysmographic (PPG) recordings. In the beginning of thesis, the theory of the cardiovascular system, heart rate variability and acquaintance with the measurement of ECG recordings is described. At the end of the theoretical part, the measurement of PPG records is explained with the possibilities of their subsequent processing for HRV analysis. The practical part deals with data acquisition on volunteers, later the design of an algorithm for signal preprocessing, calculation of selected HRV parameters and finally statistical evaluation of success and discussion of results.
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PPG-based analysis of heart rate variability
Zachar, Erik ; Šaclová, Lucie (referee) ; Ronzhina, Marina (advisor)
HRV, PPG, simultaneous measurement, HRV analysis, daily activities, ECG, deviation detection, respiratory curve
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