AIMC Topic: Hypersensitivity
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AI-Driven Biomarker Discovery and Personalized Allergy Treatment: Utilizing Machine Learning and NGS.
Current allergy and asthma reports
Jun 3, 2025
PURPOSE OF REVIEW: This review explores the transformative potential of artificial intelligence (AI) and next-generation sequencing (NGS) in allergy diagnostics and treatment. It focuses on leveraging these technologies to enhance precision in biomar...
Application and research progress of artificial intelligence in allergic diseases.
International journal of medical sciences
Apr 9, 2025
Artificial intelligence (AI), as a new technology that can assist or even replace some human functions, can collect and analyse large amounts of textual, visual and auditory data through techniques such as Reinforcement Learning, Machine Learning, De...
Machine learning-derived asthma and allergy trajectories in children: a systematic review and meta-analysis.
European respiratory review : an official journal of the European Respiratory Society
Jan 8, 2025
INTRODUCTION: Numerous studies have characterised trajectories of asthma and allergy in children using machine learning, but with different techniques and mixed findings. The present work aimed to summarise the evidence and critically appraise the me...
Artificial intelligence in pediatric allergy research.
European journal of pediatrics
Dec 21, 2024
UNLABELLED: Atopic dermatitis, food allergy, allergic rhinitis, and asthma are among the most common diseases in childhood. They are heterogeneous diseases, can co-exist in their development, and manifest complex associations with other disorders and...
Future of allergy and immunology: Is artificial intelligence the key in the digital era?
Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology
Oct 18, 2024
Artificial intelligence (AI) is reshaping allergy and immunology by integrating cutting-edge technology to enhance patient outcomes and redefine clinical practices and research. This review evaluates AI's evolving role, emphasizing its impact on diag...
Machine learning-derived phenotypic trajectories of asthma and allergy in children and adolescents: protocol for a systematic review.
BMJ open
Aug 30, 2024
INTRODUCTION: Development of asthma and allergies in childhood/adolescence commonly follows a sequential progression termed the 'atopic march'. Recent reports indicate, however, that these diseases are composed of multiple distinct phenotypes, with p...
Allergy Wheal and Erythema Segmentation Using Attention U-Net.
Journal of imaging informatics in medicine
Aug 9, 2024
The skin prick test (SPT) is a key tool for identifying sensitized allergens associated with immunoglobulin E-mediated allergic diseases such as asthma, allergic rhinitis, atopic dermatitis, urticaria, angioedema, and anaphylaxis. However, the SPT is...
The Impact of Artificial Intelligence on Allergy Diagnosis and Treatment.
Current allergy and asthma reports
Jul 2, 2024
PURPOSE OF REVIEW: Artificial intelligence (AI), be it neuronal networks, machine learning or deep learning, has numerous beneficial effects on healthcare systems; however, its potential applications and diagnostic capabilities for immunologic diseas...
Hot topics in allergen immunotherapy, 2023: Current status and future perspective.
Allergy
Nov 20, 2023
The importance of allergen immunotherapy (AIT) is multifaceted, encompassing both clinical and quality-of-life improvements and cost-effectiveness in the long term. Key mechanisms of allergen tolerance induced by AIT include changes in memory type al...
Reply to Dages et al: You AIn't using it right-artificial intelligence progress in allergy.
The Journal of allergy and clinical immunology
Oct 17, 2023
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