Phenotypes of childhood wheeze in Japanese children: A group-based trajectory analysis.

Limin YangMasami NaritaKiwako Yamamoto-HanadaNaoko SakamotoHirohisa SaitoYukihiro Ohya

Published in: Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology (2018)

Using the group-based trajectory modeling approach, we identified five trajectories of childhood wheeze development in a Japanese population. The trajectories shown here are based on formal statistical modeling rather than on subjective classification, and an assessment of its precision suggested that the model has high assignment accuracy.

Keyphrases

depressive symptoms
early life
young adults
childhood cancer
machine learning
deep learning
sleep quality