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Author

Yi-Peng Zhou

2 papers indexed here

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Oct 2026

Multi-Dimensional Feature Adaptive Gating Network for Multi-View and Whole-Brain Magnetic Resonance Imaging-Based Alzheimer's Disease Classification.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder associated with structural brain alterations detectable by structural magnetic resonance imaging (sMRI). Accurate classification of normal control (NC), mild cognitive impairment (MCI), and AD remains challenging because disease-related changes are su...

Yi-Peng Zhou, Lin Zhu, Zhen-Qiao Liu et al. · 0 citations
Oct 2026

Tri-Stream Disentangled Network with Adaptive Dual-Space Fusion for Electroencephalography-Based Image Reconstruction on THINGS-EEG2.

Reconstructing visual stimuli from non-invasive electroencephalography (EEG) requires mapping short, noisy neural responses to meaningful visual representations despite limited spatial sampling. Existing EEG-to-image approaches employ diverse neural representations and generative strategies, necessitating reproducible...

Yi-Peng Zhou, Jing-Yuan Li, Kai-Zhong Zhao et al. · 0 citations

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