In pediatric research, LDA is used to classify patients into distinct groups based on their medical data. For instance, it can help in identifying children who are at risk of developing chronic illnesses like asthma or diabetes. By analyzing various risk factors, LDA can provide insights into the likelihood of disease progression and help in early intervention.