The Doctor Will See You Now: How Machine Learning and Artificial Intelligence Can Extend Our Understanding and Treatment of Asthma

Overview

Journal J Allergy Clin Immunol

Specialty Allergy & Immunology

Date 2019 Dec 29

PMID 31883444

Citations 9

Authors

Amanda I Messinger

Gang Luo

Robin R Deterding

Affiliations

Soon will be listed here.

Citing Articles

Examining the effectiveness of artificial intelligence applications in asthma and COPD outpatient support in terms of patient health and public cost: SWOT analysis.

Akduman S, Yilmaz K Medicine (Baltimore). 2024; 103(29):e38998.

PMID: 39029048 PMC: 11398804. DOI: 10.1097/MD.0000000000038998.

Investigating Machine Learning Techniques for Predicting Risk of Asthma Exacerbations: A Systematic Review.

Darsha Jayamini W, Mirza F, Asif Naeem M, Chan A J Med Syst. 2024; 48(1):49.

PMID: 38739297 PMC: 11090925. DOI: 10.1007/s10916-024-02061-3.

Tele-Monitoring Applications in Respiratory Allergy.

Aggelidis X, Kritikou M, Makris M, Miligkos M, Papapostolou N, Papadopoulos N J Clin Med. 2024; 13(3).

PMID: 38337592 PMC: 10856055. DOI: 10.3390/jcm13030898.

Prediction of short-acting beta-agonist usage in patients with asthma using temporal-convolutional neural networks.

Hirons N, Allen A, Matsuyoshi N, Su J, Kaye L, Barrett M JAMIA Open. 2023; 6(4):ooad091.

PMID: 37900973 PMC: 10602590. DOI: 10.1093/jamiaopen/ooad091.

Early Prediction of Asthma.

Romero-Tapia S, Becerril-Negrete J, Castro-Rodriguez J, Del-Rio-Navarro B J Clin Med. 2023; 12(16).

PMID: 37629446 PMC: 10455492. DOI: 10.3390/jcm12165404.

References

Ram S, Zhang W, Williams M, Pengetnze Y . Predicting asthma-related emergency department visits using big data. IEEE J Biomed Health Inform. 2015; 19(4):1216-23. DOI: 10.1109/JBHI.2015.2404829. View

Saglani S, Custovic A . Childhood Asthma: Advances Using Machine Learning and Mechanistic Studies. Am J Respir Crit Care Med. 2018; 199(4):414-422. DOI: 10.1164/rccm.201810-1956CI. View

Finkelstein J, Jeong I . Machine learning approaches to personalize early prediction of asthma exacerbations. Ann N Y Acad Sci. 2016; 1387(1):153-165. PMC: 5266630. DOI: 10.1111/nyas.13218. View

Rajkomar A, Oren E, Chen K, Dai A, Hajaj N, Hardt M . Scalable and accurate deep learning with electronic health records. NPJ Digit Med. 2019; 1:18. PMC: 6550175. DOI: 10.1038/s41746-018-0029-1. View

Szefler S . Asthma across the lifespan: Time for a paradigm shift. J Allergy Clin Immunol. 2018; 142(3):773-780. DOI: 10.1016/j.jaci.2018.03.010. View