睡眠测量的未来：综述与展望。

The Future of Sleep Measurements: A Review and Perspective.

机构信息

Reykjavik University Sleep Institute, School of Technology, Reykjavik University, Menntavegi 1, 102 Reykjavik, Iceland; Internal Medicine Services, Landspitali University Hospital, E7 Fossvogi, 108 Reykjavik, Iceland.

Reykjavik University Sleep Institute, School of Technology, Reykjavik University, Menntavegi 1, 102 Reykjavik, Iceland; Department of Computer Science, Reykjavik University, Menntavegi 1, 102 Reykjavik, Iceland.

出版信息

Sleep Med Clin. 2021 Sep;16(3):447-464. doi: 10.1016/j.jsmc.2021.05.004. Epub 2021 Jul 6.

DOI:10.1016/j.jsmc.2021.05.004

PMID:34325822

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.

摘要

本文概述了目前可用的各种主观和客观睡眠评估的使用情况、局限性和未来方向。本文主张通过各种方式和来源收集、组合和使用数据，以启发临床实践和未来的睡眠研究。它强调了数字管理平台在存储和呈现数据方面的前景，以及在开发此类平台和其他新仪器时共同设计的重要性。它还讨论了数据科学和机器学习为数据分析带来的丰富机会。