Predicting autism spectrum disorder using maternal risk factors: A multi-center machine learning study.

Wei, Qiuhong; Xiao, Yuanjie; Yang, Ting; Chen, Jie; Chen, Li; Wang, Ke; Zhang, Jie; Li, Ling; Jia, Feiyong; Wu, Lijie; Hao, Yan; Ke, Xiaoyan; Yi, Mingji; Hong, Qi; Chen, Jinjin; Fang, Shuanfeng; Wang, Yichao; Wang, Qi; Jin, Chunhua; Xu, Ximing; Li, Tingyu

Wei, Qiuhong; Xiao, Yuanjie; Yang, Ting; Chen, Jie; Chen, Li; Wang, Ke; Zhang, Jie; Li, Ling; Jia, Feiyong; Wu, Lijie; Hao, Yan; Ke, Xiaoyan; Yi, Mingji; Hong, Qi; Chen, Jinjin; Fang, Shuanfeng; Wang, Yichao; Wang, Qi; Jin, Chunhua; Xu, Ximing; Li, Tingyu.

Afiliación

Wei Q; Children Nutrition Research Center, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorde
Xiao Y; Children Nutrition Research Center, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorde
Yang T; Children Nutrition Research Center, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorde
Chen J; Children Nutrition Research Center, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorde
Chen L; Department of Children's Healthcare, Children's Hospital of Chongqing Medical University, China.
Wang K; Children Nutrition Research Center, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorde
Zhang J; Xi'an Children's Hospital, Xi'an, China.
Li L; Department of Children Rehabilitation, Hainan Women and Children's Medical Center, Haikou, China.
Jia F; Department of Developmental and Behavioral Pediatric, The First Hospital of Jilin University, Changchun, China.
Wu L; Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin, China.
Hao Y; Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Ke X; Child Mental Health Research Center of Nanjing Brain Hospital, Nanjing, China.
Yi M; Department of Child Health Care, The Affiliated Hospital of Qingdao University, Qingdao, China.
Hong Q; Maternal and Child Health Hospital of Baoan, Shenzhen, China.
Chen J; Department of Child Healthcare, Shanghai Children's Hospital, Shanghai Jiao Tong University, Shanghai, China.
Fang S; Children's Hospital Affiliated to Zhengzhou University, Zhengzhou, China.
Wang Y; NHC Key Laboratory of Birth Defect for Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, China.
Wang Q; Deyang Maternity & Child Healthcare Hospital, Deyang, China.
Jin C; Department of Children Health Care, Capital Institute of Pediatrics, Beijing, China.
Xu X; Big Data Center for Children's Medical Care, Children's Hospital of Chongqing Medical University, No. 136. Zhongshan Er Rd, Yuzhong District, Chongqing 400014, China. Electronic address: ximing@hospital.cqmu.edu.cn.
Li T; Children Nutrition Research Center, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorde

Psychiatry Res ; 334: 115789, 2024 Apr.

Article en En | MEDLINE | ID: mdl-38452495

Asunto(s)

Trastorno del Espectro Autista; Embarazo; Femenino; Humanos; Trastorno del Espectro Autista/diagnóstico; Trastorno del Espectro Autista/epidemiología; Trastorno del Espectro Autista/etiología; Vitaminas; Familia; Factores de Riesgo; Aprendizaje Automático

Palabras clave

Autism spectrum disorder; Machine learning; Maternal risk factor

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Trastorno del Espectro Autista Idioma: En Revista: Psychiatry Res Año: 2024 Tipo del documento: Article