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. 2022 Feb 15;14(2):819–830.

Table 3.

Characteristics of the training and validation sets

Training set (n=82) Validation set (n=32)


Hypertension (n=49) Normal Blood Pressure (n=33) P Hypertension (n=22) Normal Blood Pressure (n=10) P
Age 43.10±10.05 42.87±13.06 0.93 42.09±8.90 45.2±9.91 0.40
Sex 0.81 0.75
    Female 3 (6.1%) 5 (15.2%) 2 (9.1%) 1 (10%)
    Male 46 (93.9%) 27 (81.8%) 20 (90.9%) 9 (90%)
BMI 28.14±3.31 26.38±3.98 0.03 28.61±2.56 26.02±3.11 0.23
AHI 56.61±21.17 31.89±23.74 <0.001 59.71±18.42 29.41±21.85 <0.001
REM-AHI 55.87±24.16 32.37±20.81 <0.001 60.14±17.37 27.82±20.13 <0.001
NREM-AHI 56.63±21.56 31.95±25.39 <0.001 59.59±19.62 29.31±23.16 <0.001
LSaO2 66.67±14.17 76.68±12.47 0.001 62.41±13.76 78.5±10.46 <0.001
Neck circumference 40.38±3.21 39.10±2.86 0.07 41.90±2.73 38.75±4.94 <0.001
Waist circumference 100.66±7.78 94±9.79 <0.001 102.71±7.65 95±9.15 0.03
MSpO2 91.49±4.34 93.74±2.82 0.009 89.68±5.91 94.3±2.93 0.02
REM-MSpO2 88.61±6.33 92.26±5.04 0.01 84.55±9.60 93.4±4.48 0.03
NREM-MSpO2 91.22±4.47 93.48±2.69 0.008 89.77±5.69 94.4±2.65 0.01
T90% 27.64±22.7 11.98±16.52 0.001 34.09±27.06 10.64±21.57 0.02
REM-T90% 39.17±29.25 17.36±22.83 <0.001 50.86±30.73 13.73±21.19 <0.001
NREM-T90% 27.34±25.26 10.62±15.30 0.001 32.38±26.52 8.96±17.62 0.02

Note: Significant difference is P<0.05.