Developmental dysplasia of hip(DDH)usually occurs in children,and delayed diagnosis of DDH might lead to serious complications and influence long-term prognosis.The application of artificial intelligence(AI)in medical images helps to quantitatively individualize image data,reduce bias generated by manual analysis and achieve early and accurate diagnosis of children DDH.The research progresses of AI in imaging diagnosis of children DDH were reviewed in this article.

Developmental dysplasia of hip(DDH)usually occurs in children,and delayed diagnosis of DDH might lead to serious complications and influence long-term prognosis.The application of artificial intelligence(AI)in medical images helps to quantitatively individualize image data,reduce bias generated by manual analysis and achieve early and accurate diagnosis of children DDH.The research progresses of AI in imaging diagnosis of children DDH were reviewed in this article.

Parkinson's disease(PD) is a common neurodegenerative disease afflicting many older individuals.To date,mutations in the GBA gene is considered as a major risk factor for PD,but the underlying mechanism is still unclear.Glucocerebrosidase (GCase) encoded by GBA may work as a biomarker for the early diagnosis of PD associated with GBA mutations (PD-GBA).Increasing GCase enzyme activity or reducing its substrate availability may protect the neuron and slow the progression of PD-GBA.