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Changed column headers and added table to README file
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otoolej committed Sep 18, 2018
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20 changes: 20 additions & 0 deletions README.md
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Expand Up @@ -15,6 +15,26 @@ github](https://github.com/otoolej/qEEG_feature_set)); see reference [1] for mor
variable file. Will open in Excel (or equivalent).
- `LICENCE.md`: terms of use.

Brief description of each feature:

| column name | description |
| ---------------------------- | ----------------------------------------------------- |
| spectral_power__1\_ | spectral power (delta band = 0.5 to 4 Hz) |
| spectral_power__2\_ | spectral power (theta band = 4 to 7 Hz) |
| spectral_power__3\_ | spectral power (alpha band = 7 to 13 Hz) |
| spectral_power__4\_ | spectral power (beta band = 13 to 30 Hz) |
| spectral_relative_power__1\_ | relative spectral power (for each band) |
| spectral_relative_power__2\_ | |
| spectral_relative_power__3\_ | |
| spectral_relative_power__4\_ | |
| spectral_edge_frequency | frequency (Hz) below which 95% spectral power resides |
| FD | fractal dimension (using Higuchi method) |
| rEEG_median | median rEEG (rEEG similar to aEEG) |
| rEEG_lower_margin | lower margin (5th percentile) of rEEG |
| rEEG_upper_margin | upper margin (95th percentile) of rEEG |
| rEEG_asymmetry | symmetry between upper, lower, and median rEEG |



# References
1. JM O’Toole and GB Boylan (2017). NEURAL: quantitative features for newborn EEG using
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2 changes: 1 addition & 1 deletion qEEG_term_newborns_delivery_suite_ANON.csv
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baby_ID,spectral_power(#1),spectral_power(#2),spectral_power(#3),spectral_power(#4),spectral_relative_power(#1),spectral_relative_power(#2),spectral_relative_power(#3),spectral_relative_power(#4),spectral_edge_frequency,FD,rEEG_median,rEEG_lower_margin,rEEG_upper_margin,rEEG_asymmetry
baby_ID,spectral_power__1_,spectral_power__2_,spectral_power__3_,spectral_power__4_,spectral_relative_power__1_,spectral_relative_power__2_,spectral_relative_power__3_,spectral_relative_power__4_,spectral_edge_frequency,FD,rEEG_median,rEEG_lower_margin,rEEG_upper_margin,rEEG_asymmetry
1,634.307,34.31,21.8508,6.74982,0.857957,0.0666086,0.0507019,0.0174034,7.40625,1.08144,54.6868,29.6829,190.661,0.619397
2,191.764,9.76901,4.72266,2.6939,0.897815,0.0556356,0.0292821,0.01846,5.21875,1.0824,29.8493,15.0246,99.164,0.67088
3,1405.39,12.5184,8.26846,7.50877,0.981877,0.0102705,0.00525393,0.00471137,2,1.12123,34.0406,21.3886,134.477,0.780884
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