Table 1 Key attributes for study participants using the NHANES (2003–2006) dataset.

From: Deep Learning using Convolutional LSTM estimates Biological Age from Physical Activity

  All (N = 4268) Female (N = 2094) Male (N = 2174)
Attributes Average ± SD Average ± SD Average ± SD
C-reactive protein (mg/dL) 0.37 ± 0.82 0.41 ± 0.7 0.33 ± 0.92
Glycated hemoglobin (%) 5.45 ± 0.89 5.37 ± 0.76 5.53 ± 0.99
Serum Albumin (ug/mL) 4.23 ± 0.40 4.10 ± 0.42 4.36 ± 0.33
Total Cholesterol (mg/dL) 197.96 ± 42.56 202.65 ± 43.76 193.44 ± 40.88
Serum Urea Nitrogen (mg/dL) 12.34 ± 5.49 11.2 ± 5.22 13.43 ± 5.52
Serum Alkaline Phosphatase (U/L) 70.69 ± 27.45 69.09 ± 28.48 72.24 ± 26.33
Systolic blood pressure (mm Hg) 123.68 ± 20.49 121.58 ± 22.84 125.71 ± 17.7
Diastolic blood pressure (mm Hg) 68.33 ± 13.76 66.74 ± 14.13 69.86 ± 13.22
Pulse (60 sec) 71.95 ± 12.55 74.89 ± 12.49 69.11 ± 11.95
High density lipoprotein (mg/dL) 55.95 ± 16.59 62.42 ± 16.99 49.72 ± 13.54
Hemoglobin (g/dL) 14.39 ± 1.5 13.51 ± 1.22 15.25 ± 1.23
Lymphocyte percent (%) 29.8 ± 9.00 29.54 ± 8.99 30.06 ± 9.00
White blood cell count (SI) 7.31 ± 2.87 7.47 ± 2.72 7.15 ± 3.00
Hematocrit (%) 42.58 ± 4.44 39.9 ± 3.56 45.15 ± 3.61
Red blood cell count (SI) 4.71 ± 0.52 4.43 ± 0.41 4.98 ± 0.47
Platelet count (% SI) 266.38 ± 68.3 280.54 ± 70.7 252.75 ± 62.97
Body mass index (BMI) (kg/m2) 26.44 ± 4.61 26.09 ± 4.89 26.77 ± 4.3
Surface based body shape index (SBSI) 0.12 ± 0.01 0.12 ± 0.01 0.12 ± 0.01
Waist-to-height ratio (WHtR) 0.56 ± 0.08 0.56 ± 0.08 0.55 ± 0.08
Age (years) 46.3 ± 20.18 44.91 ± 20.25 47.65 ± 20.02
Average physical activity 156.78 ± 119.08 136.88 ± 111.66 175.94 ± 122.84