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Design of the On Demand Pacemaker controlled by Microcontroller
Jarošová, Veronika ; Chmelař, Milan (referee) ; Sekora, Jiří (advisor)
The aim of this diploma work is the suggestion and realization of a cardiostimulator of „On Demand“ type operated by microcontroller. The work is structured on four thematic parts. For the correct suggestion of the whole system, firstly is necessary to understand correctly the cell’s electrophysiology and heart’s anatomy, inclusive the cardiology arrhytmia, which are adherent to cardiostimulators. The cardiostimulator is inhibited by the R-wave and is adaptive on a pulse rate of a source signal. The whole system is supplied by batteries and this supplying is taken into consideration. The network’s functionality is realized on the ECG simulator. There are suggested the suitable enhancements in discussion.
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Analysis of Atrial Fibrillation Heart Rate Dynamics
Tesařová, Tereza ; Ronzhina, Marina (referee) ; Hejč, Jakub (advisor)
Bachalor thesis focuses on clinical tracking of heart rate abnormalities to specify the level of variability in diverse-lengthy ECG signals, with a direct way to analyze atrial fibrillation and accuracy increasing its detection of actual available methods. The principle of heart electrophysiology and also the impulse genesis is mentioned in a introductory part of work, including elementary classification of cardiac arrhytmias and their deflection from normal sinus rhythm. The physiological analysis of atrial fibrilation dynamic structure helps with the application of detection algorithms in a MATLAB program and sets an underlying basis for an appropriate discussion in a final statistical ROC analysis.
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Design of On Demand Cardiac Pacemaker in LabVIEW
Borovičková, Michaela ; Tannenberg,, Milan (referee) ; Sekora, Jiří (advisor)
Proposal On Demand type pacemaker for educational purposes is designed and realized in the programming environment of LabVIEW. The thesis is a general description of pacemakers with the distribution according to various criteria including the type and duration of stimulation, scope, etc. Specifically, it dealt with a type of pacemaker On Demand system and made a proposal for implementation. To compare the effectiveness of the R wave detector includes a LabVIEW implementation of three selected methods for detection of R wave and by squaring the filtered signal, detecting the filtered envelope and wavelet transform. The outcome is a virtual pacemaker stimulation pulse with adjustable amplitude and pulse width.
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ECG arrhythmia detection
Šoltés, Tomáš ; Filipenská, Marina (referee) ; Novotná, Petra (advisor)
This bachelor thesis describes commonly present arrhytmias such as premature ventricular complex, bundle branch blocks and their detection using conventional methods and modern methods, utilising neural networks. Practical part includes: Detection of premature ventricular complexes and detection of bundle branch blocks using statistical analysis of QRS complex and their classification with K-nearest neighbors
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ECG arrhythmia detection
Šoltés, Tomáš ; Filipenská, Marina (referee) ; Novotná, Petra (advisor)
This bachelor thesis describes commonly present arrhytmias such as premature ventricular complex, bundle branch blocks and their detection using conventional methods and modern methods, utilising neural networks. Practical part includes: Detection of premature ventricular complexes by their RR intervals and detection of bundle branch blocks using statistical analysis of QRS complex and their clustering with K-nearest neighbors
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Evaluation of ECG in prehospital care
GROSSMANN, Matyáš
This bachelor thesis deals with the issue of ECG evaluations in pre-hospital emergency care by a paramedic. The thesis is divided into two parts, theoretical and practical. The theoretical part focuses on the definition of a paramedic and his/her competencies, instrumentation, and anatomy of the cardiac conduction system. Furthermore, it describes the methods of ECG evaluations, types of arrhythmias and their treatment in pre-hospital emergency care. The major objective of the thesis was to map the ability of paramedics to interpret the waveforms of ECG recordings. The practical part of the bachelor thesis was based on a quantitative research investigation carried out in the form of non-standardized questionnaires. The research sample consisted of 51 paramedics from the Region of South Bohemia. The research took place from March to April 2023, with the participation in it being entirely voluntary. The collected data were subsequently analysed and compiled into graphs, which were completed with a commentary. The knowledge in interpretation of ECG waveforms was mapped by a series of 24 questions in which the respondents could obtain a total of 35 points. The high knowledge of the respondents is demonstrated by the fact that three quarters of the respondents achieved 80 percent or more correct answers. Two hypotheses were determined in the research part. The first hypothesis suggested that the knowledge in interpreting ECG waveforms is affected by the length of experience. The respondents working in emergency medical services for 0-3 years had the highest score (median 93%). However, the result of the Kruskal-Waliss test revealed no statistically significant difference between the four groups compared (p = 0.51). The second hypothesis assumed that the knowledge in interpreting ECG waveforms is influenced by the type of previous workplace. The respondents who had worked in the accident and emergency department before joining the emergency medical service were the most proficient in ECG assessment and interpretation (median 96%). Here again, the Kruskal-Wallis test revealed no statistically significant difference between the four groups compared (p = 0.31). The obtained results can provide useful information for the possible implementation of an educational seminar for paramedics.
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Analysis of Atrial Fibrillation Heart Rate Dynamics
Tesařová, Tereza ; Ronzhina, Marina (referee) ; Hejč, Jakub (advisor)
Bachalor thesis focuses on clinical tracking of heart rate abnormalities to specify the level of variability in diverse-lengthy ECG signals, with a direct way to analyze atrial fibrillation and accuracy increasing its detection of actual available methods. The principle of heart electrophysiology and also the impulse genesis is mentioned in a introductory part of work, including elementary classification of cardiac arrhytmias and their deflection from normal sinus rhythm. The physiological analysis of atrial fibrilation dynamic structure helps with the application of detection algorithms in a MATLAB program and sets an underlying basis for an appropriate discussion in a final statistical ROC analysis.
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Multiple Instance Learning Framework Used For Ecg Premature Contraction Localization
Novotna, Petra
We propose the model combining convolutional neural network with multiple instancelearning in order to localize the premature atrial contraction and premature ventricular contraction.The model is based on ResNet architecture modified for 1D signal processing. Model was trainedon China Physiological Signal Challenge 2018 database extended by manually labeled ground truthpositions of premature complexes. The presented method did not reach satisfying results in PAClocalization (with dice = 0.127 for avg-pooling implementation). On the other hand, results of localizationof PVCs were comparable with other published studies (with dice = 0.952 for avg-poolingimplementation).
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Design of On Demand Cardiac Pacemaker in LabVIEW
Borovičková, Michaela ; Tannenberg,, Milan (referee) ; Sekora, Jiří (advisor)
Proposal On Demand type pacemaker for educational purposes is designed and realized in the programming environment of LabVIEW. The thesis is a general description of pacemakers with the distribution according to various criteria including the type and duration of stimulation, scope, etc. Specifically, it dealt with a type of pacemaker On Demand system and made a proposal for implementation. To compare the effectiveness of the R wave detector includes a LabVIEW implementation of three selected methods for detection of R wave and by squaring the filtered signal, detecting the filtered envelope and wavelet transform. The outcome is a virtual pacemaker stimulation pulse with adjustable amplitude and pulse width.
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Design of the On Demand Pacemaker controlled by Microcontroller
Jarošová, Veronika ; Chmelař, Milan (referee) ; Sekora, Jiří (advisor)
The aim of this diploma work is the suggestion and realization of a cardiostimulator of „On Demand“ type operated by microcontroller. The work is structured on four thematic parts. For the correct suggestion of the whole system, firstly is necessary to understand correctly the cell’s electrophysiology and heart’s anatomy, inclusive the cardiology arrhytmia, which are adherent to cardiostimulators. The cardiostimulator is inhibited by the R-wave and is adaptive on a pulse rate of a source signal. The whole system is supplied by batteries and this supplying is taken into consideration. The network’s functionality is realized on the ECG simulator. There are suggested the suitable enhancements in discussion.
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