Zhenxi Song

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Electrical Activity

Cognitive Impairment

Event Related Potentials

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. CoRR (2024)
Ruihan Qin, Zhenxi Song, Huixia Ren, Zian Pei, Lin Zhu, Xue Shi, Yi Guo, Honghai Liu, Min Zhang, Zhiguo Zhang
BNMTrans: A Brain Network Sequence-Driven Manifold-Based Transformer for Cognitive Impairment Detection Using EEG. ICASSP (2024)
Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. ACL (1) (2024)
Xiongri Shen, Zhenxi Song, Zhiguo Zhang
AFBT GAN: enhanced explainability and diagnostic performance for cognitive decline by counterfactual generative adversarial network. CoRR (2024)
Xiongri Shen, Zhenxi Song, Linling Li, Min Zhang, Lingyan Liang Honghai Liu, Demao Deng, Zhiguo Zhang
HA-HI: Synergising fMRI and DTI through Hierarchical Alignments and Hierarchical Interactions for Mild Cognitive Impairment Diagnosis. CoRR (2024)
Zhenxi Song, Ruihan Qin, Huixia Ren, Zhen Liang, Yi Guo, Min Zhang, Zhiguo Zhang
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations. CoRR (2024)
Zhenxi Song, Zian Pei, Huixia Ren, Lin Zhu, Yi Guo, Zhiguo Zhang
Disambiguation of Cognitive Impairment Diagnosis with EEG-Based Dual-Contrastive Learning. ICASSP (2023)
Chunguang Chu, Zhen Zhang, Zhenxi Song, Zifan Xu, Jiang Wang, Fei Wang, Wei Liu, Liying Lu, Chen Liu, Xiaodong Zhu, Chris Fietkiewicz, Kenneth A. Loparo
An Enhanced EEG Microstate Recognition Framework Based on Deep Neural Networks: An Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Haitao Yu, Xinyu Lei, Zhenxi Song, Chen Liu, Jiang Wang
Supervised Network-Based Fuzzy Learning of EEG Signals for Alzheimer's Disease Identification. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Zhenxi Song, Bin Deng, Jiang Wang, Ruofan Wang
Biomarkers for Alzheimer's Disease Defined by a Novel Brain Functional Network Measure. IEEE Trans. Biomed. Eng. 66 (1) (2019)