5. Biomedical Signal Processing

• 5.1. EEG: Electroencephalography
  • 5.1.1. Preprocessing
  • 5.1.2. Working with different files/frameworks
  • 5.1.3. Removing Artifacts
• 5.2. ECG: Electrocardiography
  • 5.2.1. Filtering (cleaning)
  • 5.2.2. R Peak Detection
• 5.3. EGM: Electrogram
  • 5.3.1. Filtering
  • 5.3.2. Activation Time
  • 5.3.3. Phase Analysis
  • 5.3.4. Multi-Channel EGMs
• 5.4. MEA: Multi-Electrode Array Processing
  • 5.4.1. Complete Analysis of a recording
  • 5.4.2. Step-wise Analysis
  • 5.4.3. 1. Read HDF File
  • 5.4.4. 2. Stim Localisation
  • 5.4.5. 3. Alignment of Stim Cycles
  • 5.4.6. 4. Averaging Cycles or Selecting one
  • 5.4.7. 5. Activation Time
  • 5.4.8. 6. Repolarisation Time (optional)
  • 5.4.9. 7. APD (if RT is computed)
  • 5.4.10. 8. Extracting EGM
  • 5.4.11. 9. EGM Feature Extraction
  • 5.4.12. 10. Identifying BAD Channels/electrodes
  • 5.4.13. 11. Creating Feature Matrix
  • 5.4.14. 12. Interpolation
  • 5.4.15. 13. Conduction Velocity
  • 5.4.16. Plots and Figures
  • 5.4.17. Extracting EGM
  • 5.4.18. EGM Processing & Feature Extractions
  • 5.4.19. Conduction and Activation Map