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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.

Pertussis immunisation in infancy and atopic outcomes: A protocol for a population-based cohort study using linked administrative data

The burden of IgE-mediated food allergy in Australian born children is reported to be among the highest globally. This illness shares risk factors and frequently coexists with asthma, one of the most common noncommunicable diseases of childhood.

Foundations of Lung Disease

The Foundations of Lung Disease Team is focused on improving the diagnosis, treatment, and lifelong care of childhood lung disease.

Helpful resources for individuals born preterm

We’ve heard from families that trustworthy information about preterm-associated lung disease is difficult to find. In response, we’ve created resources to empower families with the knowledge they need to manage these challenges.

Healthy lungs, healthy life

The lungs are one of the last organs in the body to develop as a baby grows. They're also one of the most important.

Developmental regulation of type 1 and type 3 interferon production and risk for infant infections and asthma development

Type 1 and 3 interferon response capacity appears strongly developmentally constrained at birth

Progressive increase of FcεRI expression across several PBMC subsets is associated with atopy and atopic asthma within school-aged children

The expression pattern of FcεRI on DC and basophils differentiates asthmatic from non-asthmatic atopic children

Basophil counts in PBMC populations during childhood acute wheeze/asthma are associated with future exacerbations

Our findings suggest that the proportion of degranulated basophils can also be associated with recurrent exacerbations

Respiratory infection- and asthma-prone, low vaccine responder children demonstrate distinct mononuclear cell DNA methylation pathways

nfants with frequent viral and bacterial respiratory infections exhibit compromised immunity to routine immunizations. They are also more likely to develop chronic respiratory diseases in later childhood. This study investigated the feasibility of epigenetic profiling to reveal endotype-specific molecular pathways with potential for early identification and immuno-modulation. 

Global change, climate change, and asthma in children: Direct and indirect effects - A WAO Pediatric Asthma Committee Report

The twenty-first century has seen a fundamental shift in disease epidemiology with anthropogenic environmental change emerging as the likely dominant factor affecting the distribution and severity of current and future human disease. This is especially true of allergic diseases and asthma with their intimate relationship with the natural environment.