Titlebook: Innovative Technologies and Signal Processing in Perinatal Medicine; Volume 2 Danilo Pani Book 2024 The Editor(s) (if applicable) and The A

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Principles of Fetal Electrocardiography,tal monitoring. A key aspect of present-day fetal monitoring is the analysis of the fetal heart rate, which can be obtained from the fetal electrocardiogram (ECG). This chapter then discusses some of the key aspects of the electrophysiology of the fetal heart and then continues with the discussion o

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Modern Signal Processing Tools for Fetal Electrocardiogram Extraction from Single-Channel Transabdo on the de-shape short-time Fourier transform, a nonlinear-type time–frequency analysis tool, and optimal shrinkage, a nonlinear variation of the commonly used singular value decomposition denoise algorithm. Numerical details with Matlab codes are provided.

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Fetal Heart Rate Analysis with Gaussian Processes,rocesses provide a powerful Bayesian machinery for learning functions or mappings and have inherent connections with many popular machine learning methods such as support vector machines and neural network models. More importantly, thanks to their Bayesian nature, Gaussian process-based models allow

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expeditious