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

• প্রধান লেখক: Hai Hong Tran (লেখক), Jung Kyung Hong (লেখক), Hyeryung Jang (লেখক), Jinhwan Jung (লেখক), Jongmok Kim (লেখক), Joonki Hong (লেখক), Minji Lee (লেখক), Jeong-Whun Kim (লেখক), Clete A Kushida (লেখক), Dongheon Lee (লেখক), Daewoo Kim (লেখক), In-Young Yoon (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: JMIR Publications, 2023-06-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: Connect to this object online.

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 a decent alternative for...