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Course Detail

Course Name Spatio-temporal Medical Data Analytics with VMD and DMD
Course Code 24AIM343
Program B.Tech. in Artificial Intelligence (AI) and Data Science (DS) in Medical Engineering
Semester VI
Credits 3
Campus Coimbatore

Summary

CO: The student should be able to apply VMD and DMD for ECG and EEG signal analysis.

Introduction to Variational mode decomposition and applications in ECG and EEG analysis-Time-Varying Graph Mode Decomposition-Introduction to Dynamic mode decomposition and applications in Epileptic EEG analysis-Dynamic mode decomposition with dependent structure among observables (Graph DMD)

References

  1. https://github.com/keisuke198619/GraphDMD
  2. https://github.com/XinweiJiang/VMD
  3. https://in.mathworks.com/matlabcentral/fileexchange/72814-multivariate-variational-mode-decomposition-mvmd?s_tid=prof_contriblnk

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