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Zuping Zhang

3 accepted papers

2024

DDN-Net: Deep Residual Shrinkage Denoising Networks with Channel-Wise Adaptively Soft Thresholds for Automated Major Depressive Disorder Identification

ICASSP 2024accepted

Major Depressive Disorder (MDD) is a severe mental illness that poses significant challenges to society and families. Recently, using rs-fMRI, several graph-based methods have been proposed for MDD diagnosis. However, these methods encode the entire braingraph directly, without considering the subgr…

Cited by 0SourceScholar
2024

Motif-Matching Based Sub-Braingraph Level Networks for Noisy Resting-State fMRI Analysis

ICASSP 2024accepted

Biomarkers extracted from rs-fMRI based brain functional connectivity (FC) can assist in diagnosing various brain disorders. Recently, several graph-based methods have been proposed for modeling the braingraph of brain disorders and brain disorders diagnosis. However, those methods overlook the subg…

Cited by 0SourceScholar
2024

Nebnet: Exploiting Node-Edge Bi-Level Network for Gene Expression Prediction

ICASSP 2024accepted

Spatial Transcriptomics (ST) has made great progress in breast cancer due to it captures gene expression with fine-grained spots. It has always been low-throughout owing to reliance on special and pricey technologies. Recently, numerous types of models focus on predicting gene expression in windows…

Cited by 0SourceScholar