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Table 1 Overview about non-invasive physiological parameters and related feature variables

From: Representation learning in intraoperative vital signs for heart failure risk prediction

NIPP

Feature variables

HR

mean_hr, std_hr, min_hr, perc25_hr, perc50_hr, perc75_hr, max_hr, mean_diff_hr, std_diff_hr, min_diff_hr, perc25_diff_hr, perc50_diff_hr, perc75_diff_hr, max_diff_hr, skew_hr, kurt_hr, diff-skew_diff_hr, diff-kurt_diff_hr

NISYSBP

mean_nisysbp, std_nisysbp, min_nisysbp, perc25_nisysbp, perc50_nisysbp, perc75_nisysbp, max_nisysbp, mean_diff_nisysbp, std_diff_nisysbp, min_diff_nisysbp, perc25_diff_nisysbp, perc50_diff_nisysbp, perc75_diff_nisysbp, max_diff_nisysbp, skew_nisysbp, kurt_nisysbp, diff-skew_diff_nisysbp, diff-kurt_diff_nisysbp

NIDIASBP

mean_nidiasbpe, std_nidiasbpe,min_nidiasbpe, perc25_nidiasbpe, perc50_nidiasbpe, perc75_nidiasbpe, max_nidiasbpe, mean_diff_nidiasbpe, std_diff_nidiasbpe, min_diff_nidiasbpe, perc25_diff_nidiasbpe, perc50_diff_nidiasbpe, perc75_diff_nidiasbpe, max_diff_nidiasbpe, skew_nidiasbpe, kurt_nidiasbpe, diff-skew_diff_nidiasbpe, diff-kurt_diff_nidiasbpe

SPO2

mean_spo2, std_spo2,min_spo2, perc25_spo2, perc50_spo2, perc75_spo2, max_spo2, mean_diff_spo2, std_diff_spo2, min_diff_spo2, perc25_diff_spo2, perc50_diff_spo2, perc75_diff_spo2, max_diff_spo2, skew_spo2, kurt_spo2, diff-skew_diff_spo2, diff-kurt_diff_spo2

PP

mean_pp, std_pp, min_pp, perc25_pp, perc50_pp, perc75_pp, max_pp, mean_diff_pp, std_diff_pp, min_diff_pp, perc25_diff_pp, perc50_diff_pp, perc75_diff_pp, max_diff_pp, skew_pp, kurt_pp, diff-skew_diff_pp