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Application of Machine Learning Algorithms for Asthma Management with mHealth: A Clinical Review.
J Asthma Allergy. 2022 Jun 29;15:855-873. doi: 10.2147/JAA.S285742. eCollection 2022.
J Asthma Allergy. 2022.
PMID: 35791395
Free PMC article.
Review.
Application of Machine Learning to Support Self-Management of Asthma with mHealth.
Tsang KCH, Pinnock H, Wilson AM, Ahmar Shah S.
Tsang KCH, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:5673-5677. doi: 10.1109/EMBC44109.2020.9175679.
Annu Int Conf IEEE Eng Med Biol Soc. 2020.
PMID: 33019264
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Home monitoring with connected mobile devices for asthma attack prediction with machine learning.
Tsang KCH, Pinnock H, Wilson AM, Salvi D, Shah SA.
Tsang KCH, et al.
Sci Data. 2023 Jun 8;10(1):370. doi: 10.1038/s41597-023-02241-9.
Sci Data. 2023.
PMID: 37291158
Free PMC article.
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DIGIPREDICT: physiological, behavioural and environmental predictors of asthma attacks-a prospective observational study using digital markers and artificial intelligence-study protocol.
Chan AHY, Te Ao B, Baggott C, Cavadino A, Eikholt AA, Harwood M, Hikaka J, Gibbs D, Hudson M, Mirza F, Naeem MA, Semprini R, Chang CL, Tsang KCH, Shah SA, Jeremiah A, Abeysinghe BN, Roy R, Wall C, Wood L, Dalziel S, Pinnock H, van Boven JFM, Roop P, Harrison J.
Chan AHY, et al. Among authors: tsang kch.
BMJ Open Respir Res. 2024 May 22;11(1):e002275. doi: 10.1136/bmjresp-2023-002275.
BMJ Open Respir Res. 2024.
PMID: 38777583
Free PMC article.
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Predicting asthma attacks using connected mobile devices and machine learning: the AAMOS-00 observational study protocol.
Tsang KCH, Pinnock H, Wilson AM, Salvi D, Shah SA.
Tsang KCH, et al.
BMJ Open. 2022 Oct 3;12(10):e064166. doi: 10.1136/bmjopen-2022-064166.
BMJ Open. 2022.
PMID: 36192103
Free PMC article.
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