A Predictive Machine Learning Tool for Asthma Exacerbations: Results from a 12-Week, Open-Label Study Using an Electronic Multi-Dose Dry Powder Inhaler with Integrated Sensors

A Predictive Machine Learning Tool for Asthma Exacerbations: Results from a 12-Week, Open-Label Study Using an Electronic Multi-Dose Dry Powder Inhaler with Integrated Sensors

Njira L Lugogo,1 Michael DePietro,2 Michael Reich,3 Rajan Merchant,4 Henry Chrystyn,5 Roy Pleasants,6 Lena Granovsky,3 Thomas Li,2 Tanisha Hill,2 Randall W Brown,2 Guilherme Safioti7 1Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Michigan, Ann Arbor, MI, USA...

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Podrobná bibliografie
Hlavní autoři: Lugogo NL, DePietro M, Reich M, Merchant R, Chrystyn H, Pleasants R, Granovsky L, Li T, Hill T, Brown RW, Safioti G
Médium: Článek
Jazyk:English
Vydáno: Dove Medical Press 2022-11-01
Edice:Journal of Asthma and Allergy
Témata:
digital inhalers
machine learning
personalized medicine
predictive modeling
On-line přístup:https://www.dovepress.com/a-predictive-machine-learning-tool-for-asthma-exacerbations-results-fr-peer-reviewed-fulltext-article-JAA

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https://www.dovepress.com/a-predictive-machine-learning-tool-for-asthma-exacerbations-results-fr-peer-reviewed-fulltext-article-JAA

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