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Sep 2026

Recognition value of diffusion basis spectrum imaging brain network analysis for preschool children with autism spectrum disorder.

OBJECTIVE To explore the value of binary brain network model and weighted brain network model based on diffusion basis spectrum imaging (DBSI) for identifying preschool children with autism spectrum disorder (ASD). METHODS Three-dimensional T1 structural images and DBSI images were acquired from 31 ASD patients (ASD...

Ting Yi, Wei-An Wei, Qi-Fang Cai et al. · 0 citations
Open access Feb 2026

SA-FGPN: Stability-aware feature-gated progressive learning for pediatric brain tumor classification from high dimensional gene expression data

Objectives Accurate pediatric brain tumor classification from gene expression data remains challenging due to the extremely high-dimensional nature of transcriptomic datasets, where tens of thousands of features are available from only a limited number of samples. This imbalance increases the risk of overfitting, unsta...

Qiuhong Ma, Qi-Fang Cai, Yu-Qing Liu et al. · 0 citations

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