End-to-End Sleep Staging Using Nocturnal Sounds from Microphone Chips for Mobile Devices

por Hong, Joonki, Tran, Hai Hong, Jung, Jinhwan, Jang, Hyeryung, Lee, Dongheon, Yoon, In-Young, Hong, Jung Kyung, Kim, Jeong-Whun
Publicado 2022

Confidence-Based Framework Using Deep Learning for Automated Sleep Stage Scoring

por Hong, Jung Kyung, Lee, Taeyoung, Delos Reyes, Roben Deocampo, Hong, Joonki, Tran, Hai Hong, Lee, Dongheon, Jung, Jinhwan, Yoon, In-Young
Publicado 2021

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

por Tran, Hai Hong, Hong, Jung Kyung, Jang, Hyeryung, Jung, Jinhwan, Kim, Jongmok, Hong, Joonki, Lee, Minji, Kim, Jeong-Whun, Kushida, Clete A, Lee, Dongheon, Kim, Daewoo, Yoon, In-Young
Publicado 2023