AIMC Topic: Hypersensitivity
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Current state and prospects of artificial intelligence in allergy.
Allergy
Aug 16, 2023
The field of medicine is witnessing an exponential growth of interest in artificial intelligence (AI), which enables new research questions and the analysis of larger and new types of data. Nevertheless, applications that go beyond proof of concepts ...
Allergic to ChatGPT? Introducing a Desensitization Protocol to Embrace Artificial Intelligence.
International archives of allergy and immunology
Aug 9, 2023
It AIn't perfect: Artificial intelligence errors in allergy.
The Journal of allergy and clinical immunology
Jul 10, 2023
Artificial Intelligence Chatbots in Allergy and Immunology Practice: Where Have We Been and Where Are We Going?
The journal of allergy and clinical immunology. In practice
Jun 8, 2023
Artificial intelligence (AI) is rapidly becoming a valuable tool in healthcare, providing clinicians with a new AI lens perspective for patient care, diagnosis, and treatment. This article explores the potential applications, benefits, and challenges...
Artificial Intelligence in Allergy and Immunology: Comparing Risk Prediction Models to Help Screen Inborn Errors of Immunity.
International archives of allergy and immunology
Aug 16, 2022
BACKGROUND: Inborn errors of immunity (IEI) are underdiagnosed disorders, leading to increased morbimortality and expenses for healthcare system.
DeepNC: a framework for drug-target interaction prediction with graph neural networks.
PeerJ
May 11, 2022
The exploration of drug-target interactions (DTI) is an essential stage in the drug development pipeline. Thanks to the assistance of computational models, notably in the deep learning approach, scientists have been able to shorten the time spent on ...
Thermography based skin allergic reaction recognition by convolutional neural networks.
Scientific reports
Feb 16, 2022
In this work we present an automated approach to allergy recognition based on neural networks. Allergic reaction classification is an important task in modern medicine. Currently it is done by humans, which has obvious drawbacks, such as subjectivity...
Prioritizing Molecular Biomarkers in Asthma and Respiratory Allergy Using Systems Biology.
Frontiers in immunology
Apr 15, 2021
Highly prevalent respiratory diseases such as asthma and allergy remain a pressing health challenge. Currently, there is an unmet need for precise diagnostic tools capable of predicting the great heterogeneity of these illnesses. In a previous study ...
AllergyMap: An Open Source Corpus of Allergy Mention Normalizations.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Jan 25, 2021
Allergy mention normalization is challenging because of the wide range of possible allergens including medications, foods, plants, animals, and consumer products. This paper describes the process of mapping free-text allergy information from an elect...
Artificial intelligence in the diagnosis of pediatric allergic diseases.
Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology
Dec 11, 2020
Artificial intelligence (AI) is a field of data science pertaining to advanced computing machines capable of learning from data and interacting with the human world. Early diagnosis and diagnostics, self-care, prevention and wellness, clinical decisi...
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