Prediction of Sleep Stages Via Deep Learning Using Smartphone Audio Recordings in Home Environments: Model Development and Validation

Prediction of Sleep Stages Via Deep Learning Using Smartphone Audio Recordings in Home Environments: Model Development and Validation

BackgroundThe growing public interest and awareness regarding the significance of sleep is driving the demand for sleep monitoring at home. In addition to various commercially available wearable and nearable devices, sound-based sleep staging via deep learning is emerging as...

Full description

Bibliographic Details
Main Authors: Hai Hong Tran, Jung Kyung Hong, Hyeryung Jang, Jinhwan Jung, Jongmok Kim, Joonki Hong, Minji Lee, Jeong-Whun Kim, Clete A Kushida, Dongheon Lee, Daewoo Kim, In-Young Yoon
Format: Article
Language:English
Published: JMIR Publications 2023-06-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2023/1/e46216

Internet

https://www.jmir.org/2023/1/e46216

Similar Items