Table 3. Spindle characteristics for automatically and manually detected spindles by groups of experts and non-experts.
Stage | Standard | Amplitude(μV) | Frequency(Hz) | Duration(s) | Density |
---|---|---|---|---|---|
N2 | EGS | 48.72 ± 8.81 | 13.31 ± 0.49 | 0.83 ± 0.10 | 1.85 ± 0.10 |
nEGS-all | 45.14 ± 9.59a | 13.29 ± 0.49 | 0.80 ± 0.07a | 2.94 ± 0.99a | |
nEGS-1 | 46.06 ± 9.75ab | 13.29 ± 0.50 | 0.79 ± 0.07a | 2.65 ± 0.99ab | |
nEGS-05 | 39.27 ± 9.52abc | 13.26 ± 0.52 | 0.68 ± 0.06abc | 1.51 ± 0.66bc | |
AS1 | 46.21 ± 11.60ad | 13.19 ± 0.44abc | 0.66 ± 0.05abc | 3.27 ± 0.33acd | |
AS2 | 47.68 ± 13.00bcde | 13.38 ± 0.29bde | 0.74 ± 0.05abcde | 2.18 ± 0.33bcde | |
AS3 | 58.89 ± 13.42abcdef | 13.26 ± 0.41f | 1.25 ± 0.19abcdef | 0.86 ± 0.49abcdef | |
AS4 | 31.03 ± 8.37abcdefg | 13.37 ± 0.37bcdeg | 1.11 ± 0.06abcdefg | 9.61 ± 1.15abcdefg | |
N3 | EGS | 47.78 ± 11.04 | 13.37 ± 0.51 | 0.69 ± 0.11 | 0.51 ± 0.45 |
nEGS-all | 41.48 ± 11.08a | 13.24 ± 0.47 | 0.69 ± 0.06 | 1.23 ± 0.87a | |
nEGS-1 | 43.59 ± 11.00ab | 13.25 ± 0.46 | 0.69 ± 0.06 | 0.83 ± 0.69ab | |
nEGS-05 | 37.29 ± 9.64abc | 13.20 ± 0.54 | 0.64 ± 0.06abc | 0.57 ± 0.41bc | |
AS1 | 38.87 ± 11.36abcd | 13.23 ± 0.41a | 0.60 ± 0.04abcd | 3.06 ± 0.34abcd | |
AS2 | 40.11 ± 10.94acde | 13.37 ± 0.30be | 0.68 ± 0.04de | 1.92 ± 0.42abcde | |
AS3 | 54.95 ± 16.02abcdef | 13.36 ± 0.57e | 1.10 ± 0.19abcdef | 0.31 ± 0.21abcdef | |
AS4 | 27.09 ± 8.11abcdefg | 13.29 ± 0.36 | 1.11 ± 0.07abcdef | 9.91 ± 1.37abcdefg |
Data are presented as mean ± standard deviation unless otherwise indicated. The EGS was the expert group standard. The nEGS-all was the non-expert group standard with all spindles when both the weighted value of 1 and 0.5 were considered. The nEGS-1 was the non-expert group standard with definite spindles when the weighted value of 1 was only considered. The nEGS-05 was the non-expert group standard with indefinite spindles when the weighted value of 0.5 was only considered. The AS1, AS2, AS3 and AS4 were the automatic standards obtained by the first, second, third and fourth automated method, respectively.
aIndicates significant difference from EGS.
bIndicates significant difference from nEGS-all.
cIndicates significant difference from nEGS-1.
dIndicates significant difference from nEGS-05.
eIndicates significant difference from AS1.
fIndicates significant difference from AS2.
gIndicates significant difference from AS3.