MACHINE LEARNING IN ALLERGY PRACTICE

Machine learning (ML), a subfield of artificial intelligence (AI), is increasingly being integrated into healthcare, offering transformative potential for the diagnosis, management, and understanding of al-lergic diseases. This chapter provides a comprehensive overview of the current applications of ML in allergy practice, highlighting its capacity to address the inherent complexity and heterogeneity that characterize allergic conditions. The field of allergy represents an ideal domain for ML applications due to the multifaceted nature of these diseases, which often exhibit considerable variability in patho-genesis, clinical manifestations, and therapeutic responses.