Cargando…

Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology

PURPOSE OF REVIEW: Artificial intelligence (AI) has increasingly been used in healthcare. Given the capacity of AI to handle large data and complex relationships between variables, AI is well suited for applications in healthcare. Recently, AI has been applied to allergy research. RECENT FINDINGS: I...

Descripción completa

Detalles Bibliográficos
Autores principales: MacMath, Derek, Chen, Meng, Khoury, Paneez
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169188/
https://www.ncbi.nlm.nih.gov/pubmed/37160554
http://dx.doi.org/10.1007/s11882-023-01084-z
_version_ 1785039001625821184
author MacMath, Derek
Chen, Meng
Khoury, Paneez
author_facet MacMath, Derek
Chen, Meng
Khoury, Paneez
author_sort MacMath, Derek
collection PubMed
description PURPOSE OF REVIEW: Artificial intelligence (AI) has increasingly been used in healthcare. Given the capacity of AI to handle large data and complex relationships between variables, AI is well suited for applications in healthcare. Recently, AI has been applied to allergy research. RECENT FINDINGS: In this article, we review how AI technologies have been utilized in basic science and clinical allergy research for asthma, atopic dermatitis, rhinology, adverse reactions to drugs and vaccines, food allergy, anaphylaxis, urticaria, and eosinophilic gastrointestinal disorders. We discuss barriers for AI adoption to improve the care of patients with atopic diseases. SUMMARY: These studies demonstrate the utility of applying AI to the field of allergy to help investigators expand their understanding of disease pathogenesis, improve diagnostic accuracy, enable prediction for treatments and outcomes, and for drug discovery.
format Online
Article
Text
id pubmed-10169188
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-101691882023-05-11 Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology MacMath, Derek Chen, Meng Khoury, Paneez Curr Allergy Asthma Rep Article PURPOSE OF REVIEW: Artificial intelligence (AI) has increasingly been used in healthcare. Given the capacity of AI to handle large data and complex relationships between variables, AI is well suited for applications in healthcare. Recently, AI has been applied to allergy research. RECENT FINDINGS: In this article, we review how AI technologies have been utilized in basic science and clinical allergy research for asthma, atopic dermatitis, rhinology, adverse reactions to drugs and vaccines, food allergy, anaphylaxis, urticaria, and eosinophilic gastrointestinal disorders. We discuss barriers for AI adoption to improve the care of patients with atopic diseases. SUMMARY: These studies demonstrate the utility of applying AI to the field of allergy to help investigators expand their understanding of disease pathogenesis, improve diagnostic accuracy, enable prediction for treatments and outcomes, and for drug discovery. Springer US 2023-05-09 /pmc/articles/PMC10169188/ /pubmed/37160554 http://dx.doi.org/10.1007/s11882-023-01084-z Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
MacMath, Derek
Chen, Meng
Khoury, Paneez
Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology
title Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology
title_full Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology
title_fullStr Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology
title_full_unstemmed Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology
title_short Artificial Intelligence: Exploring the Future of Innovation in Allergy Immunology
title_sort artificial intelligence: exploring the future of innovation in allergy immunology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169188/
https://www.ncbi.nlm.nih.gov/pubmed/37160554
http://dx.doi.org/10.1007/s11882-023-01084-z
work_keys_str_mv AT macmathderek artificialintelligenceexploringthefutureofinnovationinallergyimmunology
AT chenmeng artificialintelligenceexploringthefutureofinnovationinallergyimmunology
AT khourypaneez artificialintelligenceexploringthefutureofinnovationinallergyimmunology