Ningya Xu

Henan University of Science and Technology — China

Medicine · Health Sciences

4h-index31citations9works3.62yr avg
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Research Topics

Parkinson's Disease Mechanisms and Treatments(3), Advanced Image and Video Retrieval Techniques(2), Muscle activation and electromyography studies(2), Domain Adaptation and Few-Shot Learning(2), Advanced Neural Network Applications(1)

Publications9 total

Gaitformer: a spatial-temporal attention-enhanced network without softmax for Parkinson’s disease early detection
Complex & Intelligent Systems·2025· 1 citedOpen Access
Efficient quantification of Parkinson’s disease severity using augmented time-series data
PLoS ONE·2025· 4 citedOpen Access
Early detection of Parkinson’s disease using a multi area graph convolutional network
Scientific Reports·2025· 9 citedOpen Access
Twin-tower transformer network for skeleton-based Parkinson’s disease early detection
Complex & Intelligent Systems·2024· 8 citedOpen Access
Multistage attention region supplement transformer for fine-grained visual categorization
The Visual Computer·2024· 2 cited
Polymorphic Clustering and Approximate Masking Framework for Fine-Grained Insect Image Classification
Electronics·2024· 1 citedOpen Access
Automatic diagnosis of depression based on attention mechanism and feature pyramid model
PLoS ONE·2024· 4 citedOpen Access
Multistage Attention Region Supplement Transformer for Fine-grained Visual Categorization
Research Square (Research Square)·2024Open Access
Passive Eavesdropping Can Significantly Slow Down RIS-Assisted Secret Key Generation
2023· 2 cited

Frequent Co-authors

Hua Huo(7), Lan Ma(3), Jinxuan Wang(3), Aokun Mei(3), Wei Liu(2), Changwei Zhao(2), Jiaxin Xu(2), Chen Zhang(1), Lan Ma(1), Wei Liu(1), Changwei Zhao(1), Jinxuan Wang(1), Shujun Jiao(1), Dongfang Li(1), Hua Huo(1), Jiaxin Xu(1), Lan Ma(1), Guoshun Nan(1), Xiaofeng Tao(1), Shupei Jiao(1)