The future of sleep measurements: a review and perspective
The future of sleep measurements: a review and perspective
This article provides an overview of the current use, limitations, and future directions of the variety of subjective and objective sleep assessments available. This article argues for various ways and sources of collecting, combining, and using data to enlighten clinical practice and the sleep research of the future. It highlights the prospects of digital management platforms to store and present the data, and the importance of codesign when developing such platforms and other new instruments. It also discusses the abundance of opportunities that data science and machine learning open for the analysis of data.
447-464
Arnardottir, Erna Sif
9bfbbe32-8214-47a9-86ba-43be85458830
Islind, Anna Sigridur
aefc8cda-7d3e-4367-bfca-e9a2261fe87f
Oskarsdottir, Maria
d159ed8f-9dd3-4ff3-8b00-d43579ab71be
26 July 2021
Arnardottir, Erna Sif
9bfbbe32-8214-47a9-86ba-43be85458830
Islind, Anna Sigridur
aefc8cda-7d3e-4367-bfca-e9a2261fe87f
Oskarsdottir, Maria
d159ed8f-9dd3-4ff3-8b00-d43579ab71be
Arnardottir, Erna Sif, Islind, Anna Sigridur and Oskarsdottir, Maria
(2021)
The future of sleep measurements: a review and perspective.
Sleep medicine clinics, 16 (3), .
(doi:10.1016/j.jsmc.2021.05.004).
Abstract
This article provides an overview of the current use, limitations, and future directions of the variety of subjective and objective sleep assessments available. This article argues for various ways and sources of collecting, combining, and using data to enlighten clinical practice and the sleep research of the future. It highlights the prospects of digital management platforms to store and present the data, and the importance of codesign when developing such platforms and other new instruments. It also discusses the abundance of opportunities that data science and machine learning open for the analysis of data.
This record has no associated files available for download.
More information
e-pub ahead of print date: 6 July 2021
Published date: 26 July 2021
Identifiers
Local EPrints ID: 498254
URI: http://eprints.soton.ac.uk/id/eprint/498254
ISSN: 1556-4088
PURE UUID: a7b6688f-2b4c-4ee4-9a19-26143c504f68
Catalogue record
Date deposited: 13 Feb 2025 17:31
Last modified: 14 Feb 2025 03:17
Export record
Altmetrics
Contributors
Author:
Erna Sif Arnardottir
Author:
Anna Sigridur Islind
Author:
Maria Oskarsdottir
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics