This paper is in the following e-collection/theme issue:

Artificial Intelligence (1745) New Methods (1030) Insomnia and Sleep Hygiene (209) mHealth for Data Collection and Research (1083) Mobile Health (mhealth) (3162) Wearable Devices and Sensors (998) Sleep Monitoring, Sleep Quality, Sleep Disorders (228) Machine Learning (1741)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46216, first published .
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

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

Authors of this article:

Hai Hong Tran1 Author Orcid Image ;   Jung Kyung Hong1, 2 Author Orcid Image ;   Hyeryung Jang3 Author Orcid Image ;   Jinhwan Jung1 Author Orcid Image ;   Jongmok Kim1 Author Orcid Image ;   Joonki Hong1 Author Orcid Image ;   Minji Lee4 Author Orcid Image ;   Jeong-Whun Kim5, 6 Author Orcid Image ;   Clete A Kushida7 Author Orcid Image ;   Dongheon Lee1 Author Orcid Image ;   Daewoo Kim1 Author Orcid Image ;   In-Young Yoon2, 4 Author Orcid Image
Article Authors Cited by (9) Tweetations (7) Metrics
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New in JMIR: Prediction of Sleep Stages Via Deep Learning Using #Smartphone #mHealth Audio Recordings in Home Envir… https://t.co/UADQmoNwbk

3:48 PM · Jun 01, 2023

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Journal of Medical Internet Research Journal of Medical Internet Research @JMIR_

RT @jmirpub: New in JMIR: Prediction of Sleep Stages Via Deep Learning Using #Smartphone #mHealth Audio Recordings in Home Environments: Mo…

3:49 PM · Jun 01, 2023

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CareMo CareMo @caring_mobile

RT @jmirpub: New in JMIR: Prediction of Sleep Stages Via Deep Learning Using #Smartphone #mHealth Audio Recordings in Home Environments: Mo…

3:52 PM · Jun 01, 2023

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Tony Pisani Tony Pisani @TonyPisani

@sleepcycle In case you haven't seen...highly relevant article for your work https://t.co/gesyjdYHKB

4:28 PM · Jun 01, 2023

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Tom Bellis Tom Bellis @tommybellis

Prediction of Sleep Stages Via Deep Learning Using Smartphone Audio Recordings in Home Environments: Model Developm… https://t.co/sOLgMAv4qA

8:26 PM · Jun 04, 2023

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Mary Mary @distractionfree

Prediction of Sleep Stages Via Deep Learning Using Smartphone Audio Recordings in Home Environments: Model Developm… https://t.co/9piHqeRlba

8:03 PM · Jun 05, 2023

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Stanford Center for Sleep and Circadian Sciences Stanford Center for Sleep and Circadian Sciences @StanfordCSCS

"Prediction of Sleep Stages Via Deep Learning Using Smartphone Audio Recordings in Home Environments: Model Develop… https://t.co/04IDISvBQi

8:52 PM · Jun 07, 2023

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