Scalp EEG classification using deep Bi-LSTM network for seizure detection X Hu, S Yuan, F Xu, Y Leng, K Yuan, Q Yuan Computers in Biology and Medicine 124, 103919, 2020 | 142 | 2020 |
Epileptic seizure detection based on imbalanced classification and wavelet packet transform Q Yuan, W Zhou, L Zhang, F Zhang, F Xu, Y Leng, D Wei, M Chen seizure 50, 99-108, 2017 | 131 | 2017 |
EEG-Based Seizure detection using linear graph convolution network with focal loss Y Zhao, C Dong, G Zhang, Y Wang, X Chen, W Jia, Q Yuan, F Xu, ... Computer methods and programs in biomedicine 208, 106277, 2021 | 51 | 2021 |
Epileptic EEG identification via LBP operators on wavelet coefficients Q Yuan, W Zhou, F Xu, Y Leng, D Wei International journal of neural systems 28 (08), 1850010, 2018 | 47 | 2018 |
Graph attention network with focal loss for seizure detection on electroencephalography signals Y Zhao, G Zhang, C Dong, Q Yuan, F Xu, Y Zheng International journal of neural systems 31 (07), 2150027, 2021 | 41 | 2021 |
Using fractal and local binary pattern features for classification of ECOG motor imagery tasks obtained from the right brain hemisphere F Xu, W Zhou, Y Zhen, Q Yuan, Q Wu International Journal of Neural Systems 26 (06), 1650022, 2016 | 38 | 2016 |
Epileptic seizure prediction based on local mean decomposition and deep convolutional neural network Z Yu, W Nie, W Zhou, F Xu, S Yuan, Y Leng, Q Yuan The Journal of Supercomputing 76, 3462-3476, 2020 | 36 | 2020 |
Deep convolution generative adversarial network-based electroencephalogram data augmentation for post-stroke rehabilitation with motor imagery F Xu, G Dong, J Li, Q Yang, L Wang, Y Zhao, Y Yan, J Zhao, S Pang, ... International journal of neural systems 32 (09), 2250039, 2022 | 30 | 2022 |
A transfer learning framework based on motor imagery rehabilitation for stroke F Xu, Y Miao, Y Sun, D Guo, J Xu, Y Wang, J Li, H Li, G Dong, F Rong, ... Scientific Reports 11 (1), 19783, 2021 | 29 | 2021 |
Deblurring retinal optical coherence tomography via a convolutional neural network with anisotropic and double convolution layer J Lian, S Hou, X Sui, F Xu, Y Zheng IET Computer Vision 12 (6), 900-907, 2018 | 23 | 2018 |
Classification of motor imagery tasks for electrocorticogram based brain-computer interface F Xu, W Zhou, Y Zhen, Q Yuan Biomedical Engineering Letters 4, 149-157, 2014 | 23 | 2014 |
The automatic detection of seizure based on tensor distance and bayesian linear discriminant analysis D Ma, S Yuan, J Shang, J Liu, L Dai, X Kong, F Xu International journal of neural systems 31 (05), 2150006, 2021 | 21 | 2021 |
Classification of left-versus right-hand motor imagery in stroke patients using supplementary data generated by CycleGAN F Xu, F Rong, J Leng, T Sun, Y Zhang, S Siddharth, TP Jung IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 2417-2424, 2021 | 20 | 2021 |
Interactive local and global feature coupling for EEG-based epileptic seizure detection Y Zhao, D Chu, J He, M Xue, W Jia, F Xu, Y Zheng Biomedical Signal Processing and Control 81, 104441, 2023 | 19 | 2023 |
Automatic seizure detection based on kernel robust probabilistic collaborative representation Z Yu, W Zhou, F Zhang, F Xu, S Yuan, Y Leng, Y Li, Q Yuan Medical & biological engineering & computing 57, 205-219, 2019 | 18 | 2019 |
A framework for motor imagery with LSTM neural network F Xu, X Xu, Y Sun, J Li, G Dong, Y Wang, H Li, L Wang, Y Zhang, S Pang, ... Computer methods and programs in biomedicine 218, 106692, 2022 | 17 | 2022 |
Channel and Feature Selection for a Motor Imagery‐Based BCI System Using Multilevel Particle Swarm Optimization Y Qi, F Ding, F Xu, J Yang Computational Intelligence and Neuroscience 2020 (1), 8890477, 2020 | 16 | 2020 |
Automatic seizure identification from EEG signals based on brain connectivity learning Y Zhao, M Xue, C Dong, J He, D Chu, G Zhang, F Xu, X Ge, Y Zheng International journal of neural systems 32 (11), 2250050, 2022 | 15 | 2022 |
Two-dimensional ECG-based cardiac arrhythmia classification using DSE-ResNet J Li, S Pang, F Xu, P Ji, S Zhou, M Shu Scientific Reports 12 (1), 14485, 2022 | 15 | 2022 |
EEG decoding method based on multi-feature information fusion for spinal cord injury F Xu, J Li, G Dong, J Li, X Chen, J Zhu, J Hu, Y Zhang, S Yue, D Wen, ... Neural Networks 156, 135-151, 2022 | 13 | 2022 |