Lecture Biomedical Signal Processing and Modeling
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Lecture Biomedical Signal Processing and Modeling: Introduction - Nguyen Cong Phuong provide students with knowledge about the nature of biomedical signals; examples of biomedical signals; objectives of biomedical signal analysis; difficulties in biomedical signal analysis;...
32p tanmocphong 19-01-2022 8 0 Download
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Lecture Biomedical Signal Processing and Modeling: Concurrent, Coupled, and Correlated Processes - Nguyen Cong Phuong provide students with knowledge about introduction; illustration of the problem with case studies; application: segmentation of the PCG;...
15p tanmocphong 19-01-2022 13 0 Download
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Lecture Biomedical Signal Processing and Modeling: Filtering for Removal of Artifact - Nguyen Cong Phuong provide students with knowledge about introduction; random, structured, and physiological noise; illustration of the problem with case studies; fundamental concepts of filtering; time domain filters; frequency domain filters;...
165p tanmocphong 19-01-2022 11 0 Download
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Lecture Biomedical Signal Processing and Modeling: Detection of Events - Nguyen Cong Phuong provide students with knowledge about introduction; detection of events and waves; correlation analysis of EEG rhythms; the matched filter; detection of the P wave in the ECG; homomorphic filtering;...
38p tanmocphong 19-01-2022 17 0 Download
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Lecture Biomedical Signal Processing and Modeling: Analysis of Waveshape and Waveform Complexity - Nguyen Cong Phuong provide students with knowledge about introduction; analysis of ERPs; morphological analysis of ECG waves; envelope extraction and analysis; analysis of activity;...
31p tanmocphong 19-01-2022 8 0 Download
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Lecture Biomedical Signal Processing and Modeling: Frequency Domain Characterization - Nguyen Cong Phuong provide students with knowledge about introduction; estimation of the PSD; measures derived from PSDs; the periodogram; the Blackman – Tukey method: smoothing a single periodogram;...
31p tanmocphong 19-01-2022 7 0 Download
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Lecture Biomedical Signal Processing and Modeling: Modeling Biomedical Systems - Nguyen Cong Phuong provide students with knowledge about introduction; point processes; parametric system modeling; autoregressive or all pole modeling; pole-zero modeling; electromechanical models of signal generation;...
56p tanmocphong 19-01-2022 11 0 Download
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Lecture Biomedical Signal Processing and Modeling: Analysis of Nonstationary and Multicomponent Signals - Nguyen Cong Phuong provide students with knowledge about introduction; time-variant systems; characterization of nonstationary signals and dynamic systems; fixed segmentation; adaptive segmentation;...
118p tanmocphong 19-01-2022 6 0 Download
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Lecture Biomedical Signal Processing and Modeling: Pattern Classification and Diagnostic Decision - Nguyen Cong Phuong provide students with knowledge about introduction; pattern classification; supervised pattern classification; unsupervised pattern classification; probabilistic models and statistical decision; logistic regression analysis; neural networks;...
66p tanmocphong 19-01-2022 10 0 Download