systole.hrv.all_domain#

systole.hrv.all_domain(rr: Union[List, ndarray], input_type: str = 'rr_ms') → DataFrame[source]#

Extract all the HRV indices implemented for the time domain, frequency domain and linear domain.

Parameters

rr: R-R interval time-series, peaks or peaks index vectors. The default expected vector is R-R intervals in milliseconds. Other data format can be provided by specifying the “input_type” (can be “rr_s”, “peaks” or “peaks_idx”).
input_type: The type of input provided. Can be “peaks”, “peaks_idx”, “rr_ms” or “rr_s”. Defaults to “rr_ms”.

Returns

stats: Summary of the HRV indices extracted. * ‘MeanRR’ : Mean of R-R intervals (ms). * ‘MeanBPM’ : Mean of beats per minutes (bpm). * ‘MedianRR’ : Median of R-R intervals’ (ms). * ‘MedianBPM’ : Median of beats per minutes (bpm). * ‘MinRR’ : Minimum R-R intervals (ms). * ‘MinBPM’ : Minimum beats per minutes (bpm). * ‘MaxRR’ : Maximum R-R intervals (ms). * ‘MaxBPM’ : Maximum beats per minutes (bpm). * ‘SDNN’ : Standard deviation of RR intervals (ms). * ‘SDSD’ : Standard deviation of the Successive difference (ms). * ‘RMSSD’ : Root Mean Square of the Successive Differences (ms). * ‘nn50’ : number of successive differences larger than 50ms (count). * ‘pnn50’ : Proportion of successive difference larger than 50ms (%). * ‘vlf_peak’ : Very low frequency peak (HZ). * ‘vlf_power’ : Very low frequency power (ms²). * ‘lf_peak’ : Low frquency peak (Hz). * ‘lf_power’ : Low frequency power (ms²). * ‘hf_peak’ : High frequency peak (Hz). * ‘hf_power’ : High frequency power (ms²). * ‘vlf_power_per’ : Very low frequency power (%). * ‘lf_power_per’ : Low frequency power (%). * ‘hf_power_per’ : High frequency power (%). * ‘lf_power_nu’ : Low frequency power (normalized units). * ‘hf_power_nu’ : High frequency power (normalized units). * ‘total_power’ : Total frequency power (ms²). * ‘lf_hf_ratio’ : Low / high frequency ratio (normalized units). * ‘SD1’ : SD1, the standard deviation of the poincare plot orthogonal to the identity line (ms). * ‘SD2’ : SD2, the standard deviation of the poincare plot along the identity line (ms). * ‘recurrence_rate’ : The recurrence rate in the recurrence plot (%). * ‘l_max’ : The maximun diagonal length in the recurrence plot (beats). * ‘l_mean’ : The mean diagonal length in the recurrence plot (beats). * ‘determinism_rate’ : The determinism rate in the recurrence plot (%). * ‘shannon_entropy’ : The Shannon entropy.