Beiji Zou

Central South University — China

Medicine · Health Sciences

28h-index3.1kcitations279works3.42yr avg
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Research Topics

Retinal Imaging and Analysis(48), Medical Image Segmentation Techniques(32), Glaucoma and retinal disorders(26), Advanced Image and Video Retrieval Techniques(21), Image and Signal Denoising Methods(21)

Publications279 total

Global and local Mamba network for multi-modality medical image super-resolution
Pattern Recognition·2025· 1 cited
A comprehensive survey on magnetic resonance image reconstruction
Image and Vision Computing·2025
Alzheimer’s disease classification based on multimodal consistent distribution and trusted fusion
Neural Networks·2025
Cascading size-dependent deep propagation (CADP): Addressing over-smoothing in graph few-shot dermatology classification
Neural Networks·2025
WinGraphUNet: Advanced windowed graph modeling with remixed contextual learning for efficient medical image segmentation
Knowledge-Based Systems·2025· 1 cited
Robust Multimodal Representation Learning with Information Bottleneck and Balanced Fusion for Alzheimers Disease Classification
2025
SEN-GAT: Synergistic Edge-Node graph attention networks for few-shot skin disease diagnosis
Digital Signal Processing·2025
ChebMixer: Efficient Graph Representation Learning With MLP Mixer
IEEE Transactions on Neural Networks and Learning Systems·2025· 1 cited
TFKAN: Time-Frequency KAN for Long-Term Time Series Forecasting
arXiv (Cornell University)·2025Open Access
Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image
arXiv (Cornell University)·2025Open Access
Iterative Collaboration Network Guided By Reconstruction Prior for Medical Image Super-Resolution
arXiv (Cornell University)·2025Open Access
Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution
arXiv (Cornell University)·2025Open Access
FEGGNN: Feature-Enhanced Gated Graph Neural Network for robust few-shot skin disease classification
Computers in Biology and Medicine·2025· 6 cited
Med-LVDM: Medical latent variational diffusion model for medical image translation
Biomedical Signal Processing and Control·2025· 7 cited
Gl-MambaNet: A global-local hybrid Mamba network for medical image segmentation
Neurocomputing·2025· 14 cited
Optic disc and cup segmentation based on information aggregation network with contour reconstruction
Biomedical Signal Processing and Control·2025· 3 cited
Associating Frequency-Aware Mambamorph and Diffusion for 4d Volumetric Image Synthesis
SSRN Electronic Journal·2025Open Access
Utilizing Multihead Attention‐Based Graph Convolution Networks for Traffic Speed Prediction
International Journal of Intelligent Systems·2025Open Access
A Novelty Framework in Image-Captioning with Visual Attention-Based Refined Visual Features
Computers, materials & continua/Computers, materials & continua (Print)·2025Open Access
A Novel CAPTCHA Recognition System Based on Refined Visual Attention
Computers, materials & continua/Computers, materials & continua (Print)·2025· 4 citedOpen Access
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Frequent Co-authors

Zailiang Chen(13), Chengzhang Zhu(9), Xiyao Liu(8), Rongchang Zhao(8), Qing Liu(6), Peishan Dai(5), Xiaoyan Kui(5), Jingyu Du(5), Shenghui Liao(4), Shenghui Liao(4), Yulan Dai(4), Yixiong Liang(3), Wangmin Liao(3), Kejuan Yue(3), Guoying Zhao(3), Xi Ding(3), Miao Liao(3), Yuqian Zhao(3), Fan Guo(3), Shuo Li(3)