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Response to venom immunotherapy: Exploratory retrospective machine learning clustering analysis

Background: Hymenoptera venom immunotherapy is an established treatment for severe allergic reactions, aiming to modulate the immune response and reduce allergen sensitivity. However, traditional methods such as skin tests and specific IgE quantification often lack precision and fail to capture the...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Stefano Palazzo, MSc, PEng, Marcello Albanesi, MD, PhD, Mattia Cristallo, MD, Francesco Pugliese, MD, Nada Chaoul, MSc, PhD, Giulia Caffarella, Alessandro Cinquantasei, MSc, Cataldo Piarulli, Marco Cinquantasei, Marco Aprigliano, Roberto Caldelli, PEng, PhD, Claudio Loconsole, PEng, PhD, Silvio Tafuri, MD, PhD, Eustachio Nettis, MD, Attilio Di Girolamo, MD
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Elsevier 2026-05-01
Rangatū:Journal of Allergy and Clinical Immunology: Global
Ngā marau:
Hymenoptera
specific IgE
wheal surface area
skin test
immunotherapy
semiautomated method
Urunga tuihono:http://www.sciencedirect.com/science/article/pii/S2772829326000135
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