Response to venom immunotherapy: Exploratory retrospective machine learning clustering analysis

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Authors

Stefano Palazzo · Mercatorum University

Marcello Albanesi · Allergan (France)

Mattia Cristallo · Azienda Universitaria Ospedaliera Consorziale - Policlinico Bari

Francesco Pugliese · Azienda Universitaria Ospedaliera Consorziale - Policlinico Bari

Nada Chaoul · University of Bari Aldo Moro

Giulia Caffarella · Polytechnic University of Bari

Alessandro Cinquantasei

Abstract

Immunotherapy reduces allergic response, as shown by decreased wheal size and IgE level. The integration of SAM and machine learning enables robust analysis of clinical data, supporting personalized allergy management.

Topics & Keywords

Venomous Animal Envenomation and Studies Food Allergy and Anaphylaxis Research Healthcare and Venom Research

Publication Details

Published in: Journal of Allergy and Clinical Immunology Global

Volume 5, Issue 3, pp. 100651-100651

DOI: 10.1016/j.jacig.2026.100651

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Response to venom immunotherapy: Exploratory retrospective machine learning clustering analysis

Authors

Abstract

Topics & Keywords

Publication Details