Development and validation of a risk score model for predicting autism based on pre- and perinatal factors

Bibliographic Data

ID15517140
AuthorsJianjun Ou (0000-0002-0611-7715, Second Xiangya Hospital of Central South University), Huixi Dong (Xiangya Hospital Central South University), Si Dai (Central South University), Yanting Hou (Second Xiangya Hospital of Central South University), Ying Wang (0000-0003-3126-1134, Xiangya Hospital Central South University), Xiaozi Lu (Qingdao Mental Health Center), Guanglei Xun (0000-0001-8024-8046, Shandong Mental Health Center), Kun Xia (0000-0001-8090-6002, Central South University), Jingping Zhao (0000-0001-5940-653X, Second Xiangya Hospital of Central South University), Yidong Shen (0000-0002-5439-3757, Central South University, corresponding author)
Year2024
Volume15
Pages1291356-1291356
Publication date2024-02-16
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueFrontiers in Psychiatry (JOURNAL)
Journal identifiersISSN: 1664-0640 • E-ISSN: 1664-0640
PublisherFrontiers Media (PUBLISHER • CH)
DOI10.3389/fpsyt.2024.1291356
PMID38435974
OpenAlexW4391880216
LanguageEN
References cited6

This risk score model could lower the age limit for autism prediction with good discrimination performance, and it has unique advantages in clinical application

Autism · Autism spectrum disorder · CHAID · Cohort · Decision tree · Disease · Framingham Risk Score · Logistic regression · Machine learning · Psychiatry · Receiver operating characteristic · Stepwise regression · Autism Spectrum Disorder Research · Child Nutrition and Feeding Issues · Computer Science · Medicine · Virology and Viral Diseases · Internal Medicine