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Li-Yun Tu

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#diffusion models Open access Sep 2026

Reconsideration of the DTI-ALPS index as a glymphatic surrogate: disease-specific findings in small vessel disease due to cerebral amyloid angiopathy or arteriolosclerosis

Objectives To explore the disease-specific performance of diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) index in cerebral amyloid angiopathy (CAA) and arteriolosclerosis CSVD (aCSVD). Methods We retrospectively enrolled probable CAA or aCSVD patients who underwent 5.0T MRI. Disease-specific...

Ya-Ping Zhou, Xing-Qi Pan, Zi-Yi Xia et al. · 0 citations
Sep 2026

scGFormer: A Multi-Scale Graph-Transformer for Cell Type Annotation in Single-Cell RNA Sequencing

ScGFormer is equipped with a biology-guided adaptive contrastive learning strategy, which is designed to account for zero inflation, balance class distributions, and refine dynamic graphs during training, thereby facilitating robustness and adaptability.

Zi-Qi Yuan, Hong-Wei Zhang, Cheng Liu et al. · 0 citations

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