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

New Methods (1031) Clinical Informatics (1165) Occupational Health and Ergonomics/Prevention at the Workplace (264) Artificial Intelligence (1748) mHealth for Data Collection and Research (1084) Machine Learning (1742) Mobile Health (mhealth) (3164)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/48834, first published .
Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study

Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study

Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study

Authors of this article:

Hung-Hsun Chen1, 2 Author Orcid Image ;   Henry Horng-Shing Lu3, 4 Author Orcid Image ;   Wei-Hung Weng5 Author Orcid Image ;   Yu-Hsuan Lin6, 7, 8 Author Orcid Image
Article Authors Cited by (1) Tweetations (6) Metrics
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JMIR Publications JMIR Publications @jmirpub

New in JMIR: Developing a Machine Learning Algorithm to Predict the Probability of ##Medical Staff Work Mode Using Human-#Smartphone #mHealth Interaction Patterns: Algorithm Development and Validation #Study https://t.co/QPNxoC41T1 https://t.co/omikUDAwEr

4:31 PM · Dec 29, 2023

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

RT @jmirpub: New in JMIR: Developing a Machine Learning Algorithm to Predict the Probability of ##Medical Staff Work Mode Using Human-#Smar…

4:31 PM · Dec 29, 2023

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Yu-Hsuan Lin Yu-Hsuan Lin @YuHsuanLin16

???? Show us your phone, and we'll calculate your work hours! Whether you're remote or in the office, our latest research in @jmirpub brings a machine learning model that understands your work patterns through your phone interactions and GPS data. https://t.co/TEopEuTPqq #JMIR

5:03 AM · Dec 30, 2023

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JMIR Publications JMIR Publications @jmirpub

RT @YuHsuanLin16: ???? Show us your phone, and we'll calculate your work hours! Whether you're remote or in the office, our latest research in…

2:46 PM · Jan 02, 2024

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SBMDigitalHealth SBMDigitalHealth @SBMDigitalHlth

RT @YuHsuanLin16: ???? Show us your phone, and we'll calculate your work hours! Whether you're remote or in the office, our latest research in…

10:49 PM · Jan 02, 2024

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Tom Bellis Tom Bellis @tommybellis

Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study https://t.co/wpXvhRaEjt https://t.co/QSwkRlaMcR

9:26 PM · Jan 04, 2024

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