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Table 1 Characteristics of patients who required/did not require ventilation support

From: An AI-based multiphase framework for improving the mechanical ventilation availability in emergency departments during respiratory disease seasons: a case study

Feature

Levels

Patients who required ventilation support

Patients who did not require ventilation support

P-value

Sex

Male

292 (0.73)

373 (0.57)

< 0.01

Female

106 (0.27)

278 (0.43)

Age

30 years old or younger

14 (0.04)

17 (0.03)

< 0.05

30–60 years old

96 (0.24)

200 (0.31)

Older than 60

288 (0.72)

434 (0.66)

Systolic Arterial Pressure (mm Hg)

Record 1 (SAP_1)

130.00 (234.85)

133.00 (353.26)

< 0.005

Record 2 (SAP_2)

131.00 (270.57)

133.00 (358.14)

Diastolic Arterial Pressure (mm Hg)

Record 1 (DAP_1)

76.00 (90.252)

76.00 (886.70)

< 0.01

Record 2 (DAP_2)

76.00 (116.087)

77.00 (705.28)

Core Temperature (°C)

Record 1 (CT_1)

36.7 (0.527)

36.5 (0.466)

< 0.005

Record 2 (CT_2)

36.7 (0.571)

36.5 (4.698)

Oxygen Saturation Level (%)

Record 1 (OSL_1)

92.00 (73.664)

95.00 (29.791)

< 0.005

Record 2 (OSL_2)

92.00 (92.224)

95.00 (29.413)

Heartbeat

(# of heartbeats)

Record 1 (HB_1)

91.00 (205.155)

88.00 (211.362)

< 0.01

Record 2 (HB_2)

91.00 (235.223)

88.00 (214.949)

D-dimmer concentration (ng/ml)

--------

1334 (54,071,055)

745 (13,318,254)

< 0.001

  1. *Note: In categorical variables: Frequency (Proportion) // In quantitative variables: Median (Variance)