Efficient syncope prediction from resting state clinical data using wavelet bispectrum and multilayer perceptron neural network

Author:

Myrovali EvangeliaORCID,Fragakis Nikolaos,Vassilikos Vassilios,Hadjileontiadis Leontios J.

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Biomedical Engineering

Reference63 articles.

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2. Addison PS (2017) The illustrated wavelet transform handbook: introductory theory and applications in science, engineering, medicine and finance. CRC Press

3. Akizuki H, Hashiguchi N (2019) Heart rate variability in patients presenting with neurally mediated syncope in an emergency department. Amer J Emerg Med

4. Bandt C, Pompe B (2002) Permutation entropy: a natural complexity measure for time series. Phys Rev Lett 88(17):174102

5. Bari V, Marchi A, De Maria B, Rossato G, Nollo G, Faes L, Porta A (2016) Nonlinear effects of respiration on the crosstalk between cardiovascular and cerebrovascular control systems. Phil TransRoyal Soc A Math Phys Eng Sci 374(2067):20150179

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