Constructing a Predictive Model for Children with Autism Spectrum Disorder Based on Whole-Brain MR Radiomics: A Machine Learning Study

Radiomics signature for identifying ASD can be constructed based on whole-brain MRI imaging features. The performance of identifying ASD can be improved by adding VIQ data and the decision tree algorithm model, which can provide an adaptive strategy for clinical practice.