Mengni Zhou

16 papers B 4Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diagnosis of Major Depressive Disorder Based on Multi-Granularity Brain Networks Fusion.
IEEE J. Biomed. Health Informatics
Mengni Zhou, Rongkun Mi, Ang Zhao, Xin Wen, Yan Niu, Xubin Wu, Yanqing Dong, Yaru Xu, Yanan Li, Jie Xiang
2026 J jnl
MS-STFNN: A multi-scale spatio-temporal fusion neural network for fMRI-based depression diagnosis.
Neural Networks
Mengni Zhou, Miaofeng Wang, Rongkun Mi, Yan Niu, Xiaohong Cui, Ran Gao, Yuxi Li, Xin Wen, Jie Xiang
2025 B conf
A Computational Model for Estimating Effective Connectivity Using Virtual Neurostimulation.
CogSci
Yanqing Dong, Jing Wei, Yaru Xu, Xin Wen, Jie Xiang, Mengni Zhou
2025 — conf
CMGNN: Cross-Modal Emotion Recognition via EEG-Face Alignment and Expert-Guided Fusion.
BIBM
Ruijie He, Xin Wen, Yanrong Hao, Mengni Zhou, Rui Cao
2025 B conf
Multi-site fMRI-based mental disorder detection using adversarial learning: an ABIDE study.
CogSci
Xin Wen, Shijie Guo, Yanqing Dong, Mengni Zhou, Jie Xiang
2025 B conf
Swin Transformer-Based Temporal-Channel Network for Cross-Subject EEG Emotion Classification.
IJCB
Ruijie He, Xin Wen, Yanrong Hao, Mengni Zhou, Jin Li, Rui Cao
2025 B conf
The Role of Spatial Frequency in Cuteness Discrimination of Infant Faces: An EEG Study.
CogSci
Mengni Zhou, Runan Ding, Yanqing Dong, Xin Wen, Jie Xiang
2024 J jnl
Deep Learning for Epileptic Seizure Detection Using a Causal-Spatio-Temporal Model Based on Transfer Entropy.
Entropy
Jie Sun, Jie Xiang, Yanqing Dong, Bin Wang, Mengni Zhou, Jiuhong Ma, Yan Niu
2024 J jnl
Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data.
Entropy
Yan Niu, Jie Xiang, Kai Gao, Jinglong Wu, Jie Sun, Bin Wang, Runan Ding, Mingliang Dou, Xin Wen, Xiaohong Cui, Mengni Zhou
2022 J jnl
The effects of crossmodal semantic reliability for audiovisual immersion experience of virtual reality.
Int. J. Mechatronics Autom.
Hongtao Yu, Qiong Wu, Mengni Zhou, Qi Li, Jiajia Yang, Satoshi Takahashi, Yoshimichi Ejima, Jinglong Wu
2020 J jnl
Comparing Test-Retest Reliability of Entropy Methods: Complexity Analysis of Resting-State fMRI.
IEEE Access
Yan Niu, Jie Sun, Bin Wang, Waqar Hussain, Chanjuan Fan, Rui Cao, Mengni Zhou, Jie Xiang
2019 J jnl
Epileptic Seizure Detection With Permutation Fuzzy Entropy Using Robust Machine Learning Techniques.
IEEE Access
Waqar Hussain, Muhammad Shahid Iqbal, Jie Xiang, Bin Wang, Yan Niu, Yuan Gao, Xin Wang, Jie Sun, Qionghui Zhan, Rui Cao, Mengni Zhou
2019 J jnl
Permutation Fuzzy Entropy - An Index for the Analysis of Epileptic Electroencephalogram.
J. Medical Imaging Health Informatics
Yan Niu, Rui Cao, Huiyun Wang, Conggai Li, Mengni Zhou, Yuxiang Guo, Bin Wang, Pengfei Yan, Jie Xiang
2019 — conf
Towards Classifying Epileptic Seizures Using Entropy Variants.
BigDataService
Hussain Waqar, Jie Xiang, Mengni Zhou, Ting Hu, Bilal Ahmed, Syed Habib Shapor, Muhammad Shahid Iqbal, Muhammad Raheel
2018 J jnl
Epileptic Seizure Detection Based on EEG Signals and CNN.
Frontiers Neuroinformatics
Mengni Zhou, Cheng Tian, Rui Cao, Bin Wang, Yan Niu, Ting Hu, Hao Guo, Jie Xiang
2018 J jnl
Epileptic Seizure Prediction Based on Permutation Entropy.
Frontiers Comput. Neurosci.
Yanli Yang, Mengni Zhou, Yan Niu, Conggai Li, Rui Cao, Bin Wang, Pengfei Yan, Yao Ma, Jie Xiang