Automatic cardiac cycle determination directly from EEG-fMRI data by multi-scale peak detection method

The achieved high cycle detection accuracy of our algorithm without using the ECG waveforms makes possible to create and automate pipelines for processing large EEG-fMRI datasets, and virtually eliminates the need for ECG recordings for BCG artifact removal.