Development of a cold-heat syndrome classification model for children with allergic rhinitis based on multimodal data

The multimodal model integrating clinical features and features from tongue images demonstrated high accuracy, with potential to assist pediatricians in syndrome differentiation and treatment decision-making for children with AR. The multimodal model may enable objective and quantifiable diagnostic results, improving efficiency and accuracy.