The simplification of the insomnia severity index and epworth sleepiness scale using machine learning models

The simplification of the insomnia severity index and epworth sleepiness scale using machine learning models

Abstract Insomnia and excessive daytime sleepiness (EDS) are the most common complaints in sleep clinics, and the cost of healthcare services associated with them have also increased significantly. Though the brief questionnaires such as the Insomnia Severity Index (ISI) and Epworth Sleepiness Scale...

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Bibliographic Details
Main Authors: Woodo Lee, Hyejin Kim, Jaekwoun Shim, Dongsin Kim, Janghun Hyeon, Eunyeon Joo, Byung-Euk Joo, Junhyoung Oh
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-33474-8

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