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Yi Liao

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Open access 2026

SRNR: Deep learning-based MRI <b>S</b> uper- <b>R</b> esolution using <b>N</b> oisy high-resolution <b>R</b> eference data

Deep learning-based super-resolution (SR) techniques offer a powerful tool to enhance the spatial resolution of magnetic resonance imaging (MRI) without increasing scan time. However, most supervised SR methods rely on high-resolution, high signal-to-noise ratio (SNR) reference data for training, which are difficult...

Mu-Ye Zhang, Hong-Jia Yang, Zi-Han Li et al. · 0 citations
Aug 2026

Altered gray matter network segregation and disrupted interregional connectivity in children with persistent developmental stuttering: a graph-theoretical morphometric study

It is suggested that children with persistent stuttering exhibit excessive local specialization and decreased interregional integration, reflecting a network-level imbalance that may underlie the persistence and severity of stuttering.

Wanqing Liu, Dan Ma, Chuanlong Cao et al. · 0 citations
Open access Jun 2026

ASTAR: Automated Induction of Standardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

This work demonstrates that, in this reporting scenario, the ASTAR-induced template surpasses two expert-curated templates across template coverage, information fidelity, diagnostic fidelity, and expert-rated usability, reducing template development from weeks of committee deliberation to hours of automated processing.

Xin-Feng Zhang, Ming-Xuan Liu, Yi-Fei Chen et al. · 0 citations

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