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Montreal Archive of Sleep Studies Dataset
- paperswithcode.com
- opendatalab.com
Updated Feb 9, 2014
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EmailClick to copy linkLink copiedCiteMontreal Archive of Sleep Studies Dataset [Dataset]. https://paperswithcode.com/dataset/montreal-archive-of-sleep-studiesDataset updatedFeb 9, 2014Area coveredMontrealDescriptionThe Montreal Archive of Sleep Studies (MASS) is an open-access and collaborative database of laboratory-based polysomnography (PSG) recordings O’Reilly, C., et al. (2014) J Seep Res, 23(6):628-635. Its goal is to provide a standard and easily accessible source of data for benchmarking the various systems developed to help the automation of sleep analysis. It also provides a readily available source of data for fast validation of experimental results and for exploratory analyses. Finally, it is a shared resource that can be used to foster large-scale collaborations in sleep studies.
MASS is composed of cohorts themselves comprising subsets. Recordings within subsets is kept as homogeneous as possible, whereas it is more heterogeneous between subsets. To allow inter-study comparisons, researchers validating their results on MASS are encouraged to specify which portion of the database they used in their assessment (e.g., MASS-C1 for the whole cohort 1, MASS-C1/SS1-SS3 for subsets 1, 2 and 3 of cohort 1).
Currently, the first MASS cohort available is described in O’Reilly, C., et al. (2014) J Seep Res, 23(6):628-635. This cohort comprises polysomnograms of 200 complete nights recorded in 97 men and 103 women of age varying between 18 and 76 years (mean: 38.3 years, SD: 18.9 years). It has been split into five different subsets.
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SS3 Sleep Annotations
- borealisdata.ca
Updated Jan 13, 2022ShareFacebookTwitterEmailClick to copy linkLink copiedCiteCEAMS (2022). SS3 Sleep Annotations [Dataset]. http://doi.org/10.5683/SP3/YD8AYICroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.Unique identifierhttps://doi.org/10.5683/SP3/YD8AYIDataset updatedJan 13, 2022Dataset provided byBorealisAuthorsCEAMSLicensehttps://borealisdata.ca/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=doi:10.5683/SP3/YD8AYIhttps://borealisdata.ca/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=doi:10.5683/SP3/YD8AYI
DescriptionThe SS3 subset of the Montreal Archive of Sleep Studies (MASS) cohort includes sleep stages scored by an expert and automated muscular artefact detection. The SS3 subset includes: 62 subjects (age 42.5±18.9 years, age range: 20-69 years) 29 males (age 40.4±19.4 years, age range: 20-69 years) 33 females (age 44.2±18.6 years, age range: 20-69 years) Sleep stage scoring : Rules : AASM Page size (s) : 30
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SS3 Biosignals and Sleep stages
- borealisdata.ca
Updated Jan 14, 2022ShareFacebookTwitterEmailClick to copy linkLink copiedCiteCEAMS (2022). SS3 Biosignals and Sleep stages [Dataset]. http://doi.org/10.5683/SP3/9MYUCSCroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.Unique identifierhttps://doi.org/10.5683/SP3/9MYUCSDataset updatedJan 14, 2022Dataset provided byBorealisAuthorsCEAMSLicensehttps://borealisdata.ca/api/datasets/:persistentId/versions/1.1/customlicense?persistentId=doi:10.5683/SP3/9MYUCShttps://borealisdata.ca/api/datasets/:persistentId/versions/1.1/customlicense?persistentId=doi:10.5683/SP3/9MYUCS
DescriptionThe SS3 subset of the Montreal Archive of Sleep Studies (MASS) cohort is an open-access database of laboratory-based polysomnography (PSG) recordings defined as : 62 subjects (age 42.5±18.9 years, age range: 20-69 years) 29 males (age 40.4±19.4 years, age range: 20-69 years) 33 females (age 44.2±18.6 years, age range: 20-69 years) 62 PSG recordings (whole night) "* PSG.edf" 20 electrodes in the EEG montage reference is linked-ear reference with a 10 kΩ resistance (LER) 2 EOG channels 3 referential EMG 1 ECG channel 62 Sleep staging files "* Base.edf" Sleep stage scoring rules : AASM Page size (s) : 30
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FacebookTwitterEmailMontreal Archive of Sleep Studies Dataset
The Montreal Archive of Sleep Studies (MASS) is an open-access and collaborative database of laboratory-based polysomnography (PSG) recordings O’Reilly, C., et al. (2014) J Seep Res, 23(6):628-635. Its goal is to provide a standard and easily accessible source of data for benchmarking the various systems developed to help the automation of sleep analysis. It also provides a readily available source of data for fast validation of experimental results and for exploratory analyses. Finally, it is a shared resource that can be used to foster large-scale collaborations in sleep studies.
MASS is composed of cohorts themselves comprising subsets. Recordings within subsets is kept as homogeneous as possible, whereas it is more heterogeneous between subsets. To allow inter-study comparisons, researchers validating their results on MASS are encouraged to specify which portion of the database they used in their assessment (e.g., MASS-C1 for the whole cohort 1, MASS-C1/SS1-SS3 for subsets 1, 2 and 3 of cohort 1).
Currently, the first MASS cohort available is described in O’Reilly, C., et al. (2014) J Seep Res, 23(6):628-635. This cohort comprises polysomnograms of 200 complete nights recorded in 97 men and 103 women of age varying between 18 and 76 years (mean: 38.3 years, SD: 18.9 years). It has been split into five different subsets.