2 datasets found
  1. o

    Data from: The Human Sleep Project

    • registry.opendata.aws
    Updated May 27, 2023
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    Brain Data Science Platform (2023). The Human Sleep Project [Dataset]. https://registry.opendata.aws/bdsp-hsp/
    Explore at:
    Dataset updated
    May 27, 2023
    Dataset provided by
    <a href="https://bdsp.io/">Brain Data Science Platform</a>
    Description

    The Human Sleep Project (HSP) sleep physiology dataset is a growing collection of clinical polysomnography (PSG) recordings. Beginning with PSG recordings from from ~15K patients evaluated at the Massachusetts General Hospital, the HSP will grow over the coming years to include data from >200K patients, as well as people evaluated outside of the clinical setting. This data is being used to develop CAISR (Complete AI Sleep Report), a collection of deep neural networks, rule-based algorithms, and signal processing approaches designed to provide better-than-human detection of conventional PSG scoring metrics, including sleep stages, arousals, apnea and hypopnea events and their subtypes, and periodic limb movements. Beyond conventional scoring, the HSP dataset is intended to support research seeking to identify "hidden" information within the brain's activity during sleep that can be used to directly measure brain health. These brain health indicators include measures of risk for common neurologic diseases, including cerebrovascular disease, and Alzheimer's disease and related neurodegenerative diseases of aging; and indicators of response to therapies, including lifestyle interventions (e.g. diet, meditation, exercise) and pharmacologic interventions. These data are shared via the BDSP (Brain Data Science Platform, a resource developed by an international coalition of investigators that aggregates and harmonizes a wide range of large-scale human clinical neuroscience data to support research aimed at improving diagnosis, treatment, and prevention of neurologic disease, and promotion of brain health. The summary data provided here are released for the benefit of the wider scientific community without restriction on use.

  2. b

    Data from: The Human Sleep Project

    • bdsp.io
    Updated Nov 1, 2023
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    M Brandon Westover; Valdery Moura Junior; Robert Thomas; Sydney Cash; Samaneh Nasiri; Haoqi Sun; Aditya Gupta; Jonathan Rosand; Manohar Ghanta; Wolfgang Ganglberger; Umakanth Katwa; Katie Stone; Zhiyong Zhang; Gauri Ganjoo; Thijs E Nassi PhD Candidate; Ruoqi Wei; Dennis Hwang; Lynn Marie Trotti; Ankit Parekh; ErikJan Meulenbrugge; Emmanuel Mignot; Rhoda Au; Gari Clifford; David Rapoport (2023). The Human Sleep Project [Dataset]. http://doi.org/10.60508/qjbv-hg78
    Explore at:
    Dataset updated
    Nov 1, 2023
    Authors
    M Brandon Westover; Valdery Moura Junior; Robert Thomas; Sydney Cash; Samaneh Nasiri; Haoqi Sun; Aditya Gupta; Jonathan Rosand; Manohar Ghanta; Wolfgang Ganglberger; Umakanth Katwa; Katie Stone; Zhiyong Zhang; Gauri Ganjoo; Thijs E Nassi PhD Candidate; Ruoqi Wei; Dennis Hwang; Lynn Marie Trotti; Ankit Parekh; ErikJan Meulenbrugge; Emmanuel Mignot; Rhoda Au; Gari Clifford; David Rapoport
    License

    https://github.com/bdsp-core/bdsp-license-and-duahttps://github.com/bdsp-core/bdsp-license-and-dua

    Description

    The Human Sleep Project (HSP) sleep physiology dataset is a growing collection of clinical polysomnography (PSG) recordings. Beginning with PSG recordings from from ~19K patients evaluated at the Massachusetts General Hospital, the HSP will grow over the coming years to include data from >200K patients, as well as people evaluated outside of the clinical setting.

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Click to copy link
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Brain Data Science Platform (2023). The Human Sleep Project [Dataset]. https://registry.opendata.aws/bdsp-hsp/

Data from: The Human Sleep Project

Related Article
Explore at:
Dataset updated
May 27, 2023
Dataset provided by
<a href="https://bdsp.io/">Brain Data Science Platform</a>
Description

The Human Sleep Project (HSP) sleep physiology dataset is a growing collection of clinical polysomnography (PSG) recordings. Beginning with PSG recordings from from ~15K patients evaluated at the Massachusetts General Hospital, the HSP will grow over the coming years to include data from >200K patients, as well as people evaluated outside of the clinical setting. This data is being used to develop CAISR (Complete AI Sleep Report), a collection of deep neural networks, rule-based algorithms, and signal processing approaches designed to provide better-than-human detection of conventional PSG scoring metrics, including sleep stages, arousals, apnea and hypopnea events and their subtypes, and periodic limb movements. Beyond conventional scoring, the HSP dataset is intended to support research seeking to identify "hidden" information within the brain's activity during sleep that can be used to directly measure brain health. These brain health indicators include measures of risk for common neurologic diseases, including cerebrovascular disease, and Alzheimer's disease and related neurodegenerative diseases of aging; and indicators of response to therapies, including lifestyle interventions (e.g. diet, meditation, exercise) and pharmacologic interventions. These data are shared via the BDSP (Brain Data Science Platform, a resource developed by an international coalition of investigators that aggregates and harmonizes a wide range of large-scale human clinical neuroscience data to support research aimed at improving diagnosis, treatment, and prevention of neurologic disease, and promotion of brain health. The summary data provided here are released for the benefit of the wider scientific community without restriction on use.

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