Mengni Zhou

According to our database, Mengni Zhou authored at least 18 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Diagnosis of Major Depressive Disorder Based on Multi-Granularity Brain Networks Fusion.

Mengni Zhou, Rongkun Mi, Ang Zhao, Xin Wen, Yan Niu, Xubin Wu, Yanqing Dong, Yaru Xu, Yanan Li, Jie Xiang

IEEE J. Biomed. Health Informatics, March, 2026

MS-STFNN: A multi-scale spatio-temporal fusion neural network for fMRI-based depression diagnosis.

Mengni Zhou, Miaofeng Wang, Rongkun Mi, Yan Niu, Xiaohong Cui, Ran Gao, Yuxi Li, Xin Wen, Jie Xiang

Neural Networks, 2026

System Reliability Assessment of Fully Electric Ships Using an Integrated FMEA-FTA-Bayesian Network Approach.

Yunxin Hu, Gesheng Li, Zunhua Zhang, Mengni Zhou, Xiaofeng Luo, Guoqiang Zhou, Zhaoxia Huang, Zilei Yu

IEEE Access, 2026

NIGCL: Neuro-Image Geometric Contrastive Learning for Robust EEG-Based Visual Retrieval.

Xueru Zhao, Yanrong Hao, Xin Wen, Mengni Zhou, Jing Bian, Rui Cao

Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026

2025

Swin Transformer-Based Temporal-Channel Network for Cross-Subject EEG Emotion Classification.

Ruijie He, Xin Wen, Yanrong Hao, Mengni Zhou, Jin Li, Rui Cao

Proceedings of the IEEE International Joint Conference on Biometrics, 2025

The Role of Spatial Frequency in Cuteness Discrimination of Infant Faces: An EEG Study.

Mengni Zhou, Runan Ding, Yanqing Dong, Xin Wen, Jie Xiang

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

Multi-site fMRI-based mental disorder detection using adversarial learning: an ABIDE study.

Xin Wen, Shijie Guo, Yanqing Dong, Mengni Zhou, Jie Xiang

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

A Computational Model for Estimating Effective Connectivity Using Virtual Neurostimulation.

Yanqing Dong, Jing Wei, Yaru Xu, Xin Wen, Jie Xiang, Mengni Zhou

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

CMGNN: Cross-Modal Emotion Recognition via EEG-Face Alignment and Expert-Guided Fusion.

Ruijie He, Xin Wen, Yanrong Hao, Mengni Zhou, Rui Cao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data.

Yan Niu, Jie Xiang, Kai Gao, Jinglong Wu, Jie Sun, Bin Wang, Runan Ding, Mingliang Dou, Xin Wen, Xiaohong Cui, Mengni Zhou

Entropy, September, 2024

Deep Learning for Epileptic Seizure Detection Using a Causal-Spatio-Temporal Model Based on Transfer Entropy.

Jie Sun, Jie Xiang, Yanqing Dong, Bin Wang, Mengni Zhou, Jiuhong Ma, Yan Niu

Entropy, 2024

2022

The effects of crossmodal semantic reliability for audiovisual immersion experience of virtual reality.

Hongtao Yu, Qiong Wu, Mengni Zhou, Qi Li, Jiajia Yang, Satoshi Takahashi, Yoshimichi Ejima, Jinglong Wu

Int. J. Mechatronics Autom., 2022

2020

Comparing Test-Retest Reliability of Entropy Methods: Complexity Analysis of Resting-State fMRI.

Yan Niu, Jie Sun, Bin Wang, Waqar Hussain, Chanjuan Fan, Rui Cao, Mengni Zhou, Jie Xiang

IEEE Access, 2020

2019

Permutation Fuzzy Entropy - An Index for the Analysis of Epileptic Electroencephalogram.

Yan Niu, Rui Cao, Huiyun Wang, Conggai Li, Mengni Zhou, Yuxiang Guo, Bin Wang, Pengfei Yan, Jie Xiang

J. Medical Imaging Health Informatics, 2019

Epileptic Seizure Detection With Permutation Fuzzy Entropy Using Robust Machine Learning Techniques.

Waqar Hussain, Muhammad Shahid Iqbal, Jie Xiang, Bin Wang, Yan Niu, Yuan Gao, Xin Wang, Jie Sun, Qionghui Zhan, Rui Cao, Mengni Zhou

IEEE Access, 2019

Towards Classifying Epileptic Seizures Using Entropy Variants.

Hussain Waqar, Jie Xiang, Mengni Zhou, Ting Hu, Bilal Ahmed, Syed Habib Shapor, Muhammad Shahid Iqbal, Muhammad Raheel

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018

Epileptic Seizure Detection Based on EEG Signals and CNN.

Mengni Zhou, Cheng Tian, Rui Cao, Bin Wang, Yan Niu, Ting Hu, Hao Guo, Jie Xiang

Frontiers Neuroinformatics, 2018

Epileptic Seizure Prediction Based on Permutation Entropy.

Yanli Yang, Mengni Zhou, Yan Niu, Conggai Li, Rui Cao, Bin Wang, Pengfei Yan, Yao Ma, Jie Xiang

Frontiers Comput. Neurosci., 2018