Component-resolved diagnosis in childhood and prediction of asthma in early adolescence: A birth cohort study.

Mariana Farraia Francisca de Castro Mendes Oksana Sokhatska Tiago Azenha Rama Milton Severo Adnan Custovic João Cavaleiro Rufo Henrique Barros Vanessa Garcia-Larsen

Published in: Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology (2023)

This is the first approach to improve the clinical applicability of CRD by combining CRD and clinical data to predict asthma at 13 years. Sensitization to distinct allergen molecules seems relevant to improve the accuracy of asthma prediction models.

Keyphrases

chronic obstructive pulmonary disease
allergic rhinitis
lung function
depressive symptoms
cystic fibrosis
machine learning
air pollution
big data
artificial intelligence