Research Article

Quantitative Complexity Theory Used in the Prediction of Head-Up Tilt Testing Outcome

Table 3

Prognostic value of complexity, mean arterial pressure (MAP), and heart rate (HR) in the last 300 seconds before the termination of HUTT.

Time to HUTT_end (seconds)VariableAUC (95% CI)

300Complexity (bits)0.527 (0.393–0.661)
HR (bpm)0.713 (0.591–0.834)0.026
MAP (mm Hg)0.585 (0.452–0.718)

270Complexity (bits)0.576 (0.440–0.712)
HR (bpm)0.632 (494–0.770)
MAP (mm Hg)0.564 (0.429–0.698)

240Complexity (bits)0.683 (0.558–0.808)
HR (bpm)0.713 (0.594–0.833)
MAP (mm Hg)0.574 (0.441–0.707)

210Complexity (bits)0.566 (0.431–0.700)
HR (bpm)0.583 (0.447–0.718)
MAP (mm Hg)0.577 (0.448–0.706)

180Complexity (bits)0.673 (0.553)-0.793)
HR (bpm)0.510 (0.377–0.644)
MAP (mm Hg)0.573 (0.442–0.704)

150Complexity (bits)0.660 (0.539–0.781)
HR (bpm)0.520 (0.386–0.655)
MAP (mm Hg)0.578 (0.445–0.711)0.050

120Complexity (bits)0.747 (0.634–0.860)
HR (bpm)0.504 (0.369–0.638)0.034
MAP (mm Hg)0.578 (0.444–0.712)0.106

90Complexity (bits)0.736 (0.625–0,847)
HR (bpm)0.535 (0.405–0.665)0.007
MAP (mm Hg)0.572 (0.437–0.707)

60Complexity (bits)0.802 (0.707–0.897)
HR (bpm)0.590 (0.465–0.716)0.015
MAP (mm Hg)0.546 (0.414–0.677)0.003

30Complexity (bits)0.772 (0.660–0.883)
HR (bpm)0.525 (0.398–0.652)0.014
MAP (mm Hg)0.550 (0.417–0.683)0.030

Statistically significant intervariable difference (complexity vs HR/MAP); value was presented in superscript. AUC: area under curve, HR: heart rate, HUTT: head-up tilt test, MAP: mean arterial pressure.