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Does machine learning have a role in the prediction of asthma in children?

Asthma is the most common chronic lung disease in childhood. There has been a significant worldwide effort to develop tools/methods to identify children's risk for asthma as early as possible for preventative and early management strategies. Unfortunately, most childhood asthma prediction tools using conventional statistical models have modest accuracy, sensitivity, and positive predictive value.

Long-term derangement of antigen presenting cell populations in the respiratory tract following Influenza A infection

This project investigates how different populations of cells within the respiratory tract immune system are altered during a viral infection.

Pulmonary delivery of virosome-bound antigen enhances antigen-specific CD4+ T cell proliferation compared to liposome-bound or soluble antigen

Pulmonary administration of biomimetic nanoparticles loaded with antigen may represent an effective strategy to directly modulate adaptive immune responses

Vitamin D over the first decade and susceptibility to childhood allergy and asthma

We aimed to research relationships between 25(OH)D levels from birth to 10 y/o and susceptibility to allergic sensitization, respiratory issues and asthma.

Clinical characteristics of eosinophilic asthma exacerbations

Eosinophilic asthma exacerbations may be clinically more severe than non-eosinophilic exacerbation

Characteristics associated with clinical severity and inflammatory phenotype of naturally occurring virus-induced exacerbations of asthma in adults

Type 2 inflammation is present in patients during virus-induced asthma exacerbations, to the same degree as non-viral exacerbations

Identification of epithelial phospholipase A2 receptor 1 as a potential target in asthma

PLA2R1 is increased in the airway epithelium in asthma, and serves as a regulator of airway hyperresponsiveness, airway permeability, antigen sensitization, and airway inflammation

Impaired airway epithelial cell responses from children with asthma to rhinoviral infection

Human rhinovirus infection delays repair and inhibits apoptotic processes in epithelial cells from non-asthmatic and asthmatic children

The genetic and epigenetic landscapes of the epithelium in asthma

Genetic factors in airway epithelial cells that are functionally associated with asthma pathogenesis

Probiotics for treatment and primary prevention of allergic diseases and asthma: looking back and moving forward

Review treatment and primary prevention studies, recent meta-analyses, and discuss the current understanding of the role of probiotics in this context