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

Artificial Intelligence (1602) Sleep Monitoring, Sleep Quality, Sleep Disorders (212) Machine Learning (1627) Decision Support for Health Professionals (1287) Insomnia and Sleep Hygiene (195) Clinical Information and Decision Making (1546)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46520, first published .
Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Validation Study

Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Validation Study

Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Validation Study

Authors of this article:

Seokmin Ha1, 2 Author Orcid Image ;   Su Jung Choi3 Author Orcid Image ;   Sujin Lee4 Author Orcid Image ;   Reinatt Hansel Wijaya1, 5 Author Orcid Image ;   Jee Hyun Kim6 Author Orcid Image ;   Eun Yeon Joo4 Author Orcid Image ;   Jae Kyoung Kim1, 2 Author Orcid Image
Article Authors Cited by (7) Tweetations (7) Metrics
All Time | Last Month | Last Six Months | Last Year
JMIR Publications JMIR Publications @jmirpub

New in JMIR: Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Validation #Study https://t.co/fa5Q63Iv5O https://t.co/MXuCWngT1T

4:49 PM · Sep 21, 2023

0
1
Journal of Medical Internet Research Journal of Medical Internet Research @JMIR_

RT @jmirpub: New in JMIR: Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Valid…

4:49 PM · Sep 21, 2023

0
1
Tom Bellis Tom Bellis @tommybellis

Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Validation Study https://t.co/emv1GRf9sS https://t.co/WzrsXTkXxk

5:15 PM · Sep 21, 2023

0
0
西川登偉 医療×テクノロジー（AI） 西川登偉 医療×テクノロジー（AI） @touinskw

機械学習ベースの簡単なアンケートを使用した睡眠障害のリスクの予測: 開発および検証研究。 Journal of medical Internet research (IF: 7.4 ) https://t.co/8ip8Q23lLt

3:13 AM · Sep 22, 2023

0
0
Jae Kyoung Kim Jae Kyoung Kim @umichkim

Thrilled to unveil our latest breakthrough! Using just 9 simple questions, our cutting-edge machine-learning algorithm can accurately predict the risk of different sleep disorders with a remarkable 95% accuracy rate. #Sleep #MachineLearning https://t.co/n7Y6yCt8GE

6:58 AM · Sep 27, 2023

9
2
IBS Biomedical Mathematics Group IBS Biomedical Mathematics Group @ibsbimag

RT @umichkim: Thrilled to unveil our latest breakthrough! Using just 9 simple questions, our cutting-edge machine-learning algorithm can ac…

6:58 AM · Sep 27, 2023

9
2
Martha Merrow Martha Merrow @MarthaMerrow

RT @umichkim: Thrilled to unveil our latest breakthrough! Using just 9 simple questions, our cutting-edge machine-learning algorithm can ac…

7:01 AM · Sep 27, 2023

9
2
Thomas Hillen Thomas Hillen @thillen17

RT @umichkim: Thrilled to unveil our latest breakthrough! Using just 9 simple questions, our cutting-edge machine-learning algorithm can ac…

1:32 PM · Sep 27, 2023

12
4
Sighted Non-24 and Autism Sighted Non-24 and Autism @Sighted_N24_ND

RT @umichkim: Thrilled to unveil our latest breakthrough! Using just 9 simple questions, our cutting-edge machine-learning algorithm can ac…

6:01 PM · Sep 27, 2023

12
4