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Subject-specific CNN model with parameter-based transfer learning for SSVEP detection Journal article
Ji, Zhouyu, Xu, Tao, Chen, Chuangquan, Yin, Haojun, Wan, Feng, Wang, Hongtao. Subject-specific CNN model with parameter-based transfer learning for SSVEP detection[J]. Biomedical Signal Processing and Control, 2025, 103, 107404.
Authors:  Ji, Zhouyu;  Xu, Tao;  Chen, Chuangquan;  Yin, Haojun;  Wan, Feng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.9/4.9 | Submit date：2025/01/22
Brain–computer Interface  Deep Learning  Electroencephalogram (Eeg)  Transfer Learning  Steady-state Visual Evoked Potential (Ssvep)  
Level set guided region prototype rectification network for retinal vessel segmentation Journal article
Liu, Yifei, Wu, Qingtian, Liu, Xueyu, Lu, Junyu, Xu, Zhenhuan, Wu, Yongfei, Feng, Shu. Level set guided region prototype rectification network for retinal vessel segmentation[J]. Biomedical Signal Processing and Control, 2024, 87, 105428.
Authors:  Liu, Yifei;  Wu, Qingtian;  Liu, Xueyu;  Lu, Junyu;  Xu, Zhenhuan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.9/4.9 | Submit date：2024/02/22
Level-set  Region Prototype Rectification  Retinal Vessel Segmentation  Self-Supervised And Supervised Loss  
Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks Journal article
Yang, Xudong, Yan, Hongli, Zhang, Anguo, Xu, Pan, Pan, Sio Hang, Vai, Mang I., Gao, Yueming. Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks[J]. Biomedical Signal Processing and Control, 2024, 91, 105921.
Authors:  Yang, Xudong;  Yan, Hongli;  Zhang, Anguo;  Xu, Pan;  Pan, Sio Hang; et al.
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:4.9/4.9 | Submit date：2024/05/16
Emotion Recognition  Feature Extraction  Multimodal Physiological Signals  Spiking Feed-forward Neural Networks  Time Series  Wearable Wristbands  
Empirical validation of task-related component analysis reformulation for computational complexity reduction Journal article
Chiang, Kuan Jung, Wong, Chi Man, Wan, Feng, Jung, Tzyy Ping, Nakanishi, Masaki. Empirical validation of task-related component analysis reformulation for computational complexity reduction[J]. Biomedical Signal Processing and Control, 2023, 86.
Authors:  Chiang, Kuan Jung;  Wong, Chi Man;  Wan, Feng;  Jung, Tzyy Ping;  Nakanishi, Masaki
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:4.9/4.9 | Submit date：2024/01/10
Biomedical data analysis  Electroencephalogram  Functional near-infrared spectroscopy  Generalized eigenvalue problem  Task-related component analysis  
Empirical validation of task-related component analysis reformulation for computational complexity reduction Other
2023-07-10
Authors:  Chiang,Kuan Jung;  Wong,Chi Man;  Wan,Feng;  Jung,Tzyy Ping;  Nakanishi,Masaki
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2023/08/03
Biomedical Data Analysis  Electroencephalogram  Functional Near-infrared Spectroscopy  Generalized Eigenvalue Problem  Task-related Component Analysis  
IDA-Net: Inheritable Deformable Attention Network of structural MRI for Alzheimer's Disease Diagnosis Journal article
Zhao,Qin, Huang,Guoheng, Xu,Pingping, Chen,Ziyang, Li,Wenyuan, Yuan,Xiaochen, Zhong,Guo, Pun,Chi Man, Huang,Zhixin. IDA-Net: Inheritable Deformable Attention Network of structural MRI for Alzheimer's Disease Diagnosis[J]. Biomedical Signal Processing and Control, 2023, 84, 104787.
Authors:  Zhao,Qin;  Huang,Guoheng;  Xu,Pingping;  Chen,Ziyang;  Li,Wenyuan; et al.
Favorite | TC[WOS]:13 TC[Scopus]:17  IF:4.9/4.9 | Submit date：2023/08/03
Alzheimer's Disease Diagnosis  Computer-aided Diagnosis  Deep Learning  Deformation  Inheritance  Self-attention  Structural Magnetic Resonance Image  Transformer  
Automatic detection of multiple types of pneumonia: Open dataset and a multi-scale attention network Journal article
Wong, Pak Kin, Yan, Tao, Wang, Huaqiao, Chan, In Neng, Wang, Jiangtao, Li, Yang, Ren, Hao, Wong, Chi Hong. Automatic detection of multiple types of pneumonia: Open dataset and a multi-scale attention network[J]. Biomedical Signal Processing and Control, 2022, 73, 103415.
Authors:  Wong, Pak Kin;  Yan, Tao;  Wang, Huaqiao;  Chan, In Neng;  Wang, Jiangtao; et al.
Favorite | TC[WOS]:15 TC[Scopus]:25  IF:4.9/4.9 | Submit date：2022/03/28
Attention Mechanism  Chest Computed Tomography  Covid-19  Multi-scale Convolution Neural Network  Pneumonia Identification  
Broad Learning System Stacking with Multi-scale Attention for the Diagnosis of Gastric Intestinal Metaplasia Journal article
Wong, Pak Kin, Yao, Liang, Yan, Tao, Choi, I. Cheong, Yu, Hon Ho, Hu, Ying. Broad Learning System Stacking with Multi-scale Attention for the Diagnosis of Gastric Intestinal Metaplasia[J]. Biomedical Signal Processing and Control, 2022, 73, 103476.
Authors:  Wong, Pak Kin;  Yao, Liang;  Yan, Tao;  Choi, I. Cheong;  Yu, Hon Ho; et al.
Favorite | TC[WOS]:11 TC[Scopus]:0  IF:4.9/4.9 | Submit date：2022/08/25
Broad Learning System  Stacking Framework  Gastric Intestinal Metaplasia  Multi-scale Features  Attention Module  
Scale-adaptive super-feature based MetricUNet for brain tumor segmentation Journal article
Liu, Yujian, Du, Jie, Vong, Chi Man, Yue, Guanghui, Yu, Juan, Wang, Yuli, Lei, Baiying, Wang, Tianfu. Scale-adaptive super-feature based MetricUNet for brain tumor segmentation[J]. Biomedical Signal Processing and Control, 2022, 73, 103442.
Authors:  Liu, Yujian;  Du, Jie;  Vong, Chi Man;  Yue, Guanghui;  Yu, Juan; et al.
Favorite | TC[WOS]:22 TC[Scopus]:30  IF:4.9/4.9 | Submit date：2022/03/28
Brain Tumor Segmentation  Metricunet  Scale-adaptive  Super Voxel-level Feature  Voxel-metric Learning  
Automatic detection of multiple types of pneumonia: Open dataset and a multi-scale attention network Journal article
Wong, P. K., Yan, T., Wang, H.Q., Chan, I.N., Wang, J.T., Li, Y., Ren, H., Wong, C.H.. Automatic detection of multiple types of pneumonia: Open dataset and a multi-scale attention network[J]. Biomedical Signal Processing and Control (SCI-E) (Published online), 2021, 1-11.
Authors:  Wong, P. K.;  Yan, T.;  Wang, H.Q.;  Chan, I.N.;  Wang, J.T.; et al.
Favorite |   IF:4.9/4.9 | Submit date：2022/08/25
COVID-19  Pneumonia identification  Multi-scale convolution neural network  Attention mechanism  Chest computed tomography