Skip to main content

Table 2 Number of days in the sample, MASH model used, and sleep–wake interval size

From: Method for Activity Sleep Harmonization (MASH): a novel method for harmonizing data from two wearable devices to estimate 24-h sleep–wake cycles

Reason

Number of days

(N = 8560)

MASH model applied

Sleep–wake interval size, hours

Mean (SD)

No sleep data are missing

7270

Valid scored sleep

24.04 (1.41)

Sleep data are missing

1290

  

 Only sleep onset data are missing

503

1D CNN

23.20 (2.35)

 Sleep offset data are missing on any day besides first day

32

1D CNN

23.92 (2.52)

 Both sleep onset and sleep offset data are missing

755

1D CNN

23.88 (1.68)

  1. 1D CNN one-dimensional convolutional neural network; MASH method for activity sleep harmonization