sleepless.data.EDF#
Sleep-EDF (expanded) dataset for sleep analysis.
The database includes 197 all night PSGs recording in 2 subsets (SC and ST):
ST contains 44 PSG (9-hours-night) of 22 Caucasian (between 18-79 years old), healthy (without medication) but with difficulty to fall asleep.
SC contains 153 PSG (20 hours) of 78 Caucasian (between 25-101 years old), healthy (without medication)
Reference: [SLEEP_EDF-2018]
Protocol
st_subset
:Train split: 28 (from ST subset)
Validation split: 8 (from ST subset)
Test split: 8 (from ST subset)
Protocol
sc_subset
:Train split: 97 (from Sc subset)
Validation split: 28 (from SC subset)
Test split: 28 (from SC subset)
Module Attributes
Sleep-EDF dataset object. |
Classes
|
- class sleepless.data.EDF.LoaderEdf(transform_parameters, csv_subset, protocol_name)[source]#
Bases:
Loader
- sleepless.data.EDF.dataset = <sleepless.data.dataset.JSONDataset object>#
Sleep-EDF dataset object.