Qiuhong Wei, Yuanjie Xiao, Ting Yang, Jie Chen, Li Chen, Ke Wang, Jie Zhang, Ling Li, Feiyong Jia, Lijie Wu, Yan Hao, Xiaoyan Ke, Mingji Yi, Qi Hong, Jinjin Chen, Shuanfeng Fang, Yichao Wang, Qi Wang, Chunhua Jin, Ximing Xu, Tingyu Li
Autism spectrum disorder (ASD) is a neurodevelopmental disorder with a complex environmental etiology involving maternal risk factors, which have been combined with machine learning to predict ASD. However, limited studies have considered the factors throughout preconception, perinatal, and postnatal periods, and even fewer have been conducted in multi-center. In this study, five predictive models were developed using 57 maternal risk factors from a cohort across ten cities (ASD:1232, typically developing[TD]: 1090)...
February 22, 2024: Psychiatry Research