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ORCIDXun Chen 0001
Person information
- affiliation: The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, China
- affiliation: University of Science and Technology of China, Department of Electronic Science and Technology, Hefei, Anhui, China
- affiliation: Hefei University of Technology, Department of Biomedical Engineering, China
- affiliation (PhD 2014): University of British Columbia, Department of biomedical engineering, Vancouver, BC, Canada
Other persons with the same name
- Xun Chen — disambiguation page
- Xun Chen 0002 — Guangdong University of Technology, School of Electromechanical Engineering, State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, China (and 1 more)
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2020 – today
- 2025
[j149]Hanfei Guo, Chang Li
, Hu Peng, Zhihui Han, Xun Chen:
Test time adaptation for cross-domain sleep stage classification. Biomed. Signal Process. Control. 100: 106980 (2025)- 2024
- [j148]Jinsha Chen, Gang Yang, Aiping Liu, Xun Chen, Ji Liu:
SFE-Net: Spatial-Frequency Enhancement Network for robust nuclei segmentation in histopathology images. Comput. Biol. Medicine 171: 108131 (2024) - [j147]Yikai Gao, Aiping Liu, Heng Cui, Ruobing Qian, Xun Chen:
An interpretable and generalizable deep learning model for iEEG-based seizure prediction using prototype learning and contrastive learning. Comput. Biol. Medicine 183: 109257 (2024) - [j146]Xiaowen Zhang, Aiping Liu, Gang Yang, Yu Liu, Xun Chen:
SIMFusion: A semantic information-guided modality-specific fusion network for MR Images. Inf. Fusion 112: 102560 (2024) - [j145]Tingting Mao, Chang Li, Rencheng Song, Guoping Xu, Xun Chen:
Online Seizure Prediction via Fine-Tuning and Test-Time Adaptation. IEEE Internet Things J. 11(11): 20784-20796 (2024) - [j144]Jinbao Wei, Gang Yang, Zhijie Wang, Yu Liu, Aiping Liu, Xun Chen:
Misalignment-Resistant Deep Unfolding Network for multi-modal MRI super-resolution and reconstruction. Knowl. Based Syst. 296: 111866 (2024) - [j143]Xun Chen, Gang Yang, Yadang Chen, Qianmu Li:
Detecting fake information with knowledge-enhanced AutoPrompt. Neural Comput. Appl. 36(14): 7725-7742 (2024) - [j142]Yu Liu, Zhengzheng Qi, Juan Cheng, Xun Chen:
Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-Focus Image Fusion: A Statistic-Based Approach. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5806-5819 (2024) - [j141]Pengfei Li, Gang Liu, Jinlong He, Xiangxu Meng, Shenjun Zhong, Xun Chen:
RSMoDM: Multimodal Momentum Distillation Model for Remote Sensing Visual Question Answering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 16799-16814 (2024) - [j140]Liang Zou, Jiahui Qiao, Xinhui Yu, Xun Chen, Meng Lei:
Intelligent Proximate Analysis of Coal Based on Near-Infrared Spectroscopy and Multioutput Deep Learning. IEEE Trans. Artif. Intell. 5(3): 1398-1410 (2024) - [j139]Jiale Li, Aiping Liu, Yu Li, Wei Wei, Ruobing Qian, Qingguo Xie, Bensheng Qiu, Xun Chen:
Rethinking Deep Supervision for Brain Tumor Segmentation. IEEE Trans. Artif. Intell. 5(5): 2103-2116 (2024) - [j138]Ziye Zhang, Aiping Liu, Yikai Gao, Xinrui Cui, Ruobing Qian, Xun Chen:
Distilling Invariant Representations With Domain Adversarial Learning for Cross-Subject Children Seizure Prediction. IEEE Trans. Cogn. Dev. Syst. 16(1): 202-211 (2024) - [j137]Yuhang Chen, Aiping Liu, Yu Liu, Zhiyang He, Cong Liu, Xun Chen:
Multi-Dimensional Medical Image Fusion With Complex Sparse Representation. IEEE Trans. Biomed. Eng. 71(9): 2728-2739 (2024) - [j136]Yuchang Zhao, Shuai Feng, Chang Li, Rencheng Song, Deng Liang, Xun Chen:
Source-Free Domain Adaptation for Privacy-Preserving Seizure Prediction. IEEE Trans. Ind. Informatics 20(2): 2787-2798 (2024) - [j135]Heng Cui, Chang Li, Aiping Liu, Ruobing Qian, Xun Chen:
A Dual-Branch Interactive Fusion Network to Remove Artifacts From Single-Channel EEG. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j134]Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen:
Centroid-Guided Domain Incremental Learning for EEG-Based Seizure Prediction. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j133]Jiye Tang, Junxin Chen, Xu Xu, Aiping Liu, Xun Chen:
Imagined Speech Reconstruction From Neural Signals - An Overview of Sources and Methods. IEEE Trans. Instrum. Meas. 73: 1-21 (2024) - [j132]Yu Liu, Yize Ma, Zhiqin Zhu, Juan Cheng, Xun Chen:
TransSea: Hybrid CNN-Transformer With Semantic Awareness for 3-D Brain Tumor Segmentation. IEEE Trans. Instrum. Meas. 73: 16-31 (2024) - [j131]Yu Liu, Chen Yu, Juan Cheng, Z. Jane Wang, Xun Chen:
MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion. IEEE Trans. Image Process. 33: 2197-2212 (2024) - 2023
- [j130]Rui Song, Xu Zhang, Xi Chen, Xiang Chen, Xun Chen, Shuang Yang, Erwei Yin:
Decoding silent speech from high-density surface electromyographic data using transformer. Biomed. Signal Process. Control. 80(Part): 104298 (2023) - [j129]Juan Cheng, Bicheng Yue, Rencheng Song, Yu Liu, Chang Li, Xun Chen:
Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements. Biomed. Signal Process. Control. 86(Part C): 105307 (2023) - [j128]Yi Wei, Yu Liu, Chang Li, Juan Cheng, Rencheng Song, Xun Chen:
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition. Comput. Biol. Medicine 152: 106463 (2023) - [j127]Muhua Xu, Juan Cheng, Chang Li, Yu Liu, Xun Chen:
Spatio-temporal deep forest for emotion recognition based on facial electromyography signals. Comput. Biol. Medicine 156: 106689 (2023) - [j126]Xinhui Li, Xu Zhang, Xiang Chen, Xun Chen, Aiping Liu:
Cross-user gesture recognition from sEMG signals using an optimal transport assisted student-teacher framework. Comput. Biol. Medicine 165: 107327 (2023) - [j125]Gang Yang, Li Zhang, Aiping Liu, Xueyang Fu, Xun Chen, Rujing Wang:
MGDUN: An interpretable network for multi-contrast MRI image super-resolution reconstruction. Comput. Biol. Medicine 167: 107605 (2023) - [j124]Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen:
EEG-based seizure prediction via hybrid vision transformer and data uncertainty learning. Eng. Appl. Artif. Intell. 123(Part C): 106401 (2023) - [j123]Yu Liu, Zhigang Yang, Juan Cheng, Xun Chen:
Multi-Exposure Image Fusion via Multi-Scale and Context-Aware Feature Learning. IEEE Signal Process. Lett. 30: 100-104 (2023) - [j122]Le Wu, Aiping Liu, Rabab K. Ward, Z. Jane Wang, Xun Chen:
Signal Processing for Brain-Computer Interfaces: A review and current perspectives. IEEE Signal Process. Mag. 40(5): 80-91 (2023) - [j121]Wei Tao, Chang Li, Rencheng Song, Juan Cheng, Yu Liu, Feng Wan, Xun Chen:
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention. IEEE Trans. Affect. Comput. 14(1): 382-393 (2023) - [j120]Chang Li, Zhongzhen Zhang, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen:
EEG-Based Emotion Recognition via Neural Architecture Search. IEEE Trans. Affect. Comput. 14(2): 957-968 (2023) - [j119]Heng Cui, Aiping Liu, Xu Zhang, Xiang Chen, Jun Liu, Xun Chen:
EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion. IEEE Trans. Affect. Comput. 14(4): 2740-2750 (2023) - [j118]Chang Li, Yuchang Zhao, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen:
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network. IEEE Trans. Cogn. Dev. Syst. 15(3): 1360-1370 (2023) - [j117]Yu Li, Aiping Liu, Liangyong Li, Yunhu Wu, Martin J. McKeown, Xun Chen, Feng Wu:
Connectivity-Based Brain Parcellation for Parkinson's Disease. IEEE Trans. Biomed. Eng. 70(5): 1539-1552 (2023) - [j116]Xinhui Li, Xu Zhang, Xiang Chen, Xun Chen, Liwei Zhang:
A Unified User-Generic Framework for Myoelectric Pattern Recognition: Mix-Up and Adversarial Training for Domain Generalization and Adaptation. IEEE Trans. Biomed. Eng. 70(8): 2248-2257 (2023) - [j115]Mengjuan Xu, Xiang Chen, Antong Sun, Xu Zhang, Xun Chen:
A Novel Event-Driven Spiking Convolutional Neural Network for Electromyography Pattern Recognition. IEEE Trans. Biomed. Eng. 70(9): 2604-2615 (2023) - [j114]Yu Liu, Haihang Li, Juan Cheng, Xun Chen:
MSCAF-Net: A General Framework for Camouflaged Object Detection via Learning Multi-Scale Context-Aware Features. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4934-4947 (2023) - [j113]Xi Chen, Yuanfei Xia, Yong Sun, Le Wu, Xiang Chen, Xun Chen, Xu Zhang:
Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks. IEEE Trans. Hum. Mach. Syst. 53(2): 335-345 (2023) - [j112]Chang Li, Zhongzhen Zhang, Xiaodong Zhang, Guoning Huang, Yu Liu, Xun Chen:
EEG-based Emotion Recognition via Transformer Neural Architecture Search. IEEE Trans. Ind. Informatics 19(4): 6016-6025 (2023) - [j111]Juan Cheng, Runqing Liu, Jiajie Li, Rencheng Song, Yu Liu, Xun Chen:
Motion-Robust Respiratory Rate Estimation From Camera Videos via Fusing Pixel Movement and Pixel Intensity Information. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j110]Zhihang Deng, Xu Zhang, Xi Chen, Xiang Chen, Xun Chen, Erwei Yin:
Silent Speech Recognition Based on Surface Electromyography Using a Few Electrode Sites Under the Guidance From High-Density Electrode Arrays. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j109]Chengfeng Fang, Xin Ruan, Xu Zhang, Xun Chen, Xiang Chen:
Exploration on the Negative Effects of Sensor Shifts in Photoplethysmography-Based Gesture Recognition and a Solution Based on Transfer Learning. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j108]Deng Liang, Aiping Liu, Yikai Gao, Chang Li, Ruobing Qian, Xun Chen:
Semi-Supervised Domain-Adaptive Seizure Prediction via Feature Alignment and Consistency Regularization. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j107]Rencheng Song, Han Wang, Haojie Xia, Juan Cheng, Chang Li, Xun Chen:
Uncertainty Quantification for Deep Learning-Based Remote Photoplethysmography. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j106]Xiaowen Zhang, Aiping Liu, Pan Jiang, Ruobing Qian, Wei Wei, Xun Chen:
MSAIF-Net: A Multistage Spatial Attention-Based Invertible Fusion Network for MR Images. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j105]Yu Liu, Yi Wei, Chang Li, Juan Cheng, Rencheng Song, Xun Chen:
Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics 27(3): 1319-1330 (2023) - [j104]Siyu Sun, Jun Liu, Xun Chen, Wei Li, Hongbin Li:
Hyperspectral Anomaly Detection With Tensor Average Rank and Piecewise Smoothness Constraints. IEEE Trans. Neural Networks Learn. Syst. 34(11): 8679-8692 (2023) - [c21]Zhiwei Deng, Tingting Mao, Chenghao Shao, Chang Li, Xun Chen:
Domain Incremental Learning for EEG-Based Seizure Prediction. CICAI (2) 2023: 476-487 - [c20]Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun Chen, Deyu Meng:
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. ICCV 2023: 16811-16821 - [c19]Jinbao Wei, Zhijie Wang, Kongqiao Wang, Li Guo, Xueyang Fu, Ji Liu, Xun Chen:
Accurate MRI Reconstruction via Multi-Domain Recurrent Networks. IJCAI 2023: 1524-1532 - [i6]Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun Chen, Deyu Meng:
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. CoRR abs/2305.07774 (2023) - [i5]Kai Shu, Yuchang Zhao, Le Wu, Aiping Liu, Ruobing Qian, Xun Chen:
Data Augmentation for Seizure Prediction with Generative Diffusion Model. CoRR abs/2306.08256 (2023) - 2022
- [j103]Xinhui Li, Xu Zhang, Xiao Tang, Maoqi Chen, Xiang Chen, Xun Chen, Aiping Liu:
Decoding muscle force from individual motor unit activities using a twitch force model and hybrid neural networks. Biomed. Signal Process. Control. 72(Part): 103297 (2022) - [j102]Chang Li, Bin Wang, Silin Zhang, Yu Liu, Rencheng Song, Juan Cheng, Xun Chen:
Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism. Comput. Biol. Medicine 143: 105303 (2022) - [j101]Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen:
Detecting the universal adversarial perturbations on high-density sEMG signals. Comput. Biol. Medicine 149: 105978 (2022) - [j100]Yu Li, Aiping Liu, Xueyang Fu, Martin J. McKeown, Z. Jane Wang, Xun Chen:
Atlas-guided parcellation: Individualized functionally-homogenous parcellation in cerebral cortex. Comput. Biol. Medicine 150: 106078 (2022) - [j99]Yikai Gao, Aiping Liu, Xinrui Cui, Ruobing Qian, Xun Chen:
A general sample-weighted framework for epileptic seizure prediction. Comput. Biol. Medicine 150: 106169 (2022) - [j98]Chang Li, Yimeng Hou, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen:
Multi-channel EEG-based emotion recognition in the presence of noisy labels. Sci. China Inf. Sci. 65(4) (2022) - [j97]Xin Yang, Hongtao Huo, Jing Li, Chang Li, Zhao Liu, Xun Chen:
DSG-Fusion: Infrared and visible image fusion via generative adversarial networks and guided filter. Expert Syst. Appl. 200: 116905 (2022) - [j96]Le Wu, Xun Chen, Xiang Chen, Xu Zhang:
Rejecting Novel Motions in High-Density Myoelectric Pattern Recognition Using Hybrid Neural Networks. Frontiers Neurorobotics 16: 862193 (2022) - [j95]Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Xun Chen:
Glioma Segmentation-Oriented Multi-Modal MR Image Fusion With Adversarial Learning. IEEE CAA J. Autom. Sinica 9(8): 1528-1531 (2022) - [j94]Yu Liu, Lei Wang, Huafeng Li, Xun Chen:
Multi-focus image fusion with deep residual learning and focus property detection. Inf. Fusion 86-87: 1-16 (2022) - [j93]Chang Li, Chenhong Sui, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen:
Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j92]Jiaqi Zhao, Xiang Chen, Xu Zhang, Xun Chen:
A solution for co-frequency and low SNR problems in heart rate estimation based on photoplethysmography signals. Medical Biol. Eng. Comput. 60(12): 3419-3433 (2022) - [j91]Yu Liu, Fuhao Mu, Yu Shi, Xun Chen:
SF-Net: A Multi-Task Model for Brain Tumor Segmentation in Multimodal MRI via Image Fusion. IEEE Signal Process. Lett. 29: 1799-1803 (2022) - [j90]Rencheng Song, Xiaoxue Sun, Juan Cheng, Xuezhi Yang, Xun Chen:
Video-Based Heart Rate Measurement Against Uneven Illuminations Using Multivariate Singular Spectrum Analysis. IEEE Signal Process. Lett. 29: 2223-2227 (2022) - [j89]Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang:
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey. IEEE Signal Process. Mag. 39(2): 117-134 (2022) - [j88]Jun Liu, Weijian Liu, Xun Chen, Danilo Orlando, Alfonso Farina:
Wald Test for Adaptive Array Detection With General Configuration. IEEE Trans. Aerosp. Electron. Syst. 58(5): 4423-4433 (2022) - [j87]Yu Liu, Hao Zhao, Rencheng Song, Xudong Chen, Chang Li, Xun Chen:
SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j86]Jing Li, Jianming Zhu, Chang Li, Xun Chen, Bin Yang:
CGTF: Convolution-Guided Transformer for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - [j85]Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Chang Li, Xun Chen:
Multimodal MRI Volumetric Data Fusion With Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 71: 1-15 (2022) - [j84]Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen:
Electrode Shift Robust CNN for High-Density Myoelectric Pattern Recognition Control. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j83]Jing Zhang, Aiping Liu, Dan Wang, Yu Liu, Z. Jane Wang, Xun Chen:
Transformer-Based End-to-End Anatomical and Functional Image Fusion. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j82]Pandeng Li, Hongtao Xie, Shaobo Min, Jiannan Ge, Xun Chen, Yongdong Zhang:
Deep Fourier Ranking Quantization for Semi-Supervised Image Retrieval. IEEE Trans. Image Process. 31: 5909-5922 (2022) - [j81]Jingbin Guo, Xiang Chen, Jiaqi Zhao, Xu Zhang, Xun Chen:
An Effective Photoplethysmography Heart Rate Estimation Framework Integrating Two-Level Denoising Method and Heart Rate Tracking Algorithm Guided by Finite State Machine. IEEE J. Biomed. Health Informatics 26(8): 3731-3742 (2022) - [j80]Qinrui Ling, Aiping Liu, Yu Li, Xueyang Fu, Xun Chen, Martin J. McKeown, Feng Wu:
A Joint Constrained CCA Model for Network-Dependent Brain Subregion Parcellation. IEEE J. Biomed. Health Informatics 26(11): 5641-5652 (2022) - [j79]Yuheng Feng, Qingze Liu, Aiping Liu, Ruobing Qian, Xun Chen:
A Novel SSA-CCA Framework forMuscle Artifact Removal from Ambulatory EEG. Virtual Real. Intell. Hardw. 4(1): 1-21 (2022) - [c18]Xi Chen, Xu Zhang, Xiang Chen, Xun Chen:
Encoder-Decoder Architectures for Silent Speech Recognition based on High-density Surface Electromyogram. ICARM 2022: 760-763 - [c17]Gang Yang, Li Zhang, Man Zhou, Aiping Liu, Xun Chen, Zhiwei Xiong, Feng Wu:
Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction. ACM Multimedia 2022: 3974-3982 - [i4]Gang Yang, Li Zhang, Man Zhou, Aiping Liu, Xun Chen, Zhiwei Xiong, Feng Wu:
Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction. CoRR abs/2209.07030 (2022) - 2021
- [j78]Bo Xue, Le Wu, Kun Wang, Xu Zhang, Juan Cheng, Xiang Chen, Xun Chen:
Multiuser gesture recognition using sEMG signals via canonical correlation analysis and optimal transport. Comput. Biol. Medicine 130: 104188 (2021) - [j77]Juan Cheng, Yufei Xu, Rencheng Song, Yu Liu, Chang Li, Xun Chen:
Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks. Comput. Biol. Medicine 138: 104877 (2021) - [j76]Yu Liu, Xun Chen, Aiping Liu, Rabab K. Ward, Zhen Jane Wang:
Recent Advances in Sparse Representation Based Medical Image Fusion. IEEE Instrum. Meas. Mag. 24(2): 45-53 (2021) - [j75]Le Wu, Xu Zhang, Xuan Zhang, Xiang Chen, Xun Chen:
Metric learning for novel motion rejection in high-density myoelectric pattern recognition. Knowl. Based Syst. 227: 107165 (2021) - [j74]Rencheng Song, Guoping Wang, Juan Cheng, Aiping Liu, Chang Li, Xun Chen:
Constrained independent vector extraction of quasi-periodic signals from multiple data sets. Signal Process. 189: 108296 (2021) - [j73]Aiping Liu, Soojin Lee, Xun Chen, Martin J. McKeown, Z. Jane Wang:
Galvanic Vestibular Stimulation: Data Analysis and Applications in Neurorehabilitation. IEEE Signal Process. Mag. 38(4): 54-64 (2021) - [j72]Wei Tang, Yu Liu, Juan Cheng, Chang Li, Xun Chen:
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network. IEEE Trans. Computational Imaging 7: 584-597 (2021) - [j71]Rencheng Song, Youyou Huang, Kuiwen Xu, Xiuzhu Ye, Chang Li, Xun Chen:
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks. IEEE Trans. Computational Imaging 7: 689-699 (2021) - [j70]Juan Cheng, Ping Wang, Rencheng Song, Yu Liu, Chang Li, Yong Liu, Xun Chen:
Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j69]Aiping Liu, Qingze Liu, Xu Zhang, Xiang Chen, Xun Chen:
Muscle Artifact Removal Toward Mobile SSVEP-Based BCI: A Comparative Study. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j68]Aiping Liu, Gongzheng Song, Soojin Lee, Xueyang Fu, Xun Chen:
A State-Dependent IVA Model for Muscle Artifacts Removal From EEG Recordings. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j67]Yu Liu, Lei Wang, Juan Cheng, Xun Chen:
Multiscale Feature Interactive Network for Multifocus Image Fusion. IEEE Trans. Instrum. Meas. 70: 1-16 (2021) - [j66]Rencheng Song, Jiji Li, Juan Cheng, Chang Li, Yu Liu, Xun Chen:
Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j65]Huafeng Li, Yueliang Cen, Yu Liu, Xun Chen, Zhengtao Yu:
Different Input Resolutions and Arbitrary Output Resolution: A Meta Learning-Based Deep Framework for Infrared and Visible Image Fusion. IEEE Trans. Image Process. 30: 4070-4083 (2021) - [j64]Dan Wang, Xinrui Cui, Xun Chen, Rabab Ward, Z. Jane Wang:
Interpreting Bottom-Up Decision-Making of CNNs via Hierarchical Inference. IEEE Trans. Image Process. 30: 6701-6714 (2021) - [j63]Juan Cheng, Meiyao Chen, Chang Li, Yu Liu, Rencheng Song, Aiping Liu, Xun Chen:
Emotion Recognition From Multi-Channel EEG via Deep Forest. IEEE J. Biomed. Health Informatics 25(2): 453-464 (2021) - [j62]Xiang Chen, Yu Li, Ruochen Hu, Xu Zhang, Xun Chen:
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method. IEEE J. Biomed. Health Informatics 25(4): 1292-1304 (2021) - [j61]Rencheng Song, Huan Chen, Juan Cheng, Chang Li, Yu Liu, Xun Chen:
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography. IEEE J. Biomed. Health Informatics 25(5): 1373-1384 (2021) - [j60]Yu Li, Aiping Liu, Taomian Mi, Runyu Yang, Piu Chan, Martin J. McKeown, Xun Chen, Feng Wu:
Striatal Subdivisions Estimated via Deep Embedded Clustering With Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 25(9): 3564-3575 (2021) - [j59]Jingyuan Xu, Hongtao Xie, Chuanbin Liu, Fang Yang, Sicheng Zhang, Xun Chen, Yongdong Zhang:
Hip Landmark Detection With Dependency Mining in Ultrasound Image. IEEE Trans. Medical Imaging 40(12): 3762-3774 (2021) - [j58]Jun Liu, Weijian Liu, Xun Chen, Danilo Orlando, Alfonso Farina:
Performance Analysis of the Generalized Likelihood Ratio Test in General Phased Array Radar Configuration. IEEE Trans. Signal Process. 69: 4544-4555 (2021) - [c16]Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xun Chen:
White-Box Attacks on the CNN-Based Myoelectric Control System. CICAI 2021: 149-157 - [c15]Dan Wang, Xinrui Cui, Xun Chen, Zhengxia Zou, Tianyang Shi, Septimiu E. Salcudean, Z. Jane Wang, Rabab Ward:
Multi-view 3D Reconstruction with Transformers. ICCV 2021: 5702-5711 - [i3]Dan Wang, Xinrui Cui, Xun Chen, Zhengxia Zou, Tianyang Shi, Septimiu E. Salcudean, Z. Jane Wang, Rabab Ward:
Multi-view 3D Reconstruction with Transformer. CoRR abs/2103.12957 (2021) - [i2]Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang:
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey. CoRR abs/2112.06654 (2021) - 2020
- [j57]Jing Zhang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen:
ECG-based multi-class arrhythmia detection using spatio-temporal attention-based convolutional recurrent neural network. Artif. Intell. Medicine 106: 101856 (2020) - [j56]Rencheng Song, Senle Zhang, Juan Cheng, Chang Li, Xun Chen:
New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method. Comput. Biol. Medicine 116: 103535 (2020) - [j55]Yu Liu, Yufeng Ding, Chang Li, Juan Cheng, Rencheng Song, Feng Wan, Xun Chen:
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network. Comput. Biol. Medicine 123: 103927 (2020) - [j54]Yu Liu, Chao Zhang, Chang Li, Juan Cheng, Yadong Zhang, Huiqin Xu, Tao Song, Liang Zhao, Xun Chen:
A practical PET/CT data visualization method with dual-threshold PET colorization and image fusion. Comput. Biol. Medicine 126: 104050 (2020) - [j53]Yu Liu, Lei Wang, Juan Cheng, Chang Li, Xun Chen:
Multi-focus image fusion: A Survey of the state of the art. Inf. Fusion 64: 71-91 (2020) - [j52]Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen:
Sparse unmixing of hyperspectral data with bandwise model. Inf. Sci. 512: 1424-1441 (2020) - [j51]Heng Cui, Aiping Liu, Xu Zhang, Xiang Chen, Kongqiao Wang, Xun Chen:
EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network. Knowl. Based Syst. 205: 106243 (2020) - [j50]Xiang Chen, Qi Wu, Lu Tang, Shuai Cao, Xu Zhang, Xun Chen:
Quantitative assessment of lower limbs gross motor function in children with cerebral palsy based on surface EMG and inertial sensors. Medical Biol. Eng. Comput. 58(1): 101-116 (2020) - [j49]Juan Cheng, Xingmao Wang, Rencheng Song, Yu Liu, Chang Li, Xun Chen:
Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras. Multim. Tools Appl. 79(31-32): 23023-23043 (2020) - [j48]Xu Zhang, Le Wu, Bin Yu, Xiang Chen, Xun Chen:
Adaptive Calibration of Electrode Array Shifts Enables Robust Myoelectric Control. IEEE Trans. Biomed. Eng. 67(7): 1947-1957 (2020) - [j47]Liang Zou, Xun Chen, Ge Dang, Yi Guo, Z. Jane Wang:
Removing Muscle Artifacts From EEG Data via Underdetermined Joint Blind Source Separation: A Simulation Study. IEEE Trans. on Circuits and Systems 67-II(1): 187-191 (2020) - [j46]Bin Yu, Xu Zhang, Le Wu, Xiang Chen, Xun Chen:
A Novel Postprocessing Method for Robust Myoelectric Pattern-Recognition Control Through Movement Pattern Transition Detection. IEEE Trans. Hum. Mach. Syst. 50(1): 32-41 (2020) - [j45]Shuai Cao, Xiang Chen, Xu Zhang, Xun Chen:
Combined Weighted Method for TDOA-Based Localization. IEEE Trans. Instrum. Meas. 69(5): 1962-1971 (2020) - [j44]Xun Chen, Qingze Liu, Wei Tao, Luchang Li, Soojin Lee, Aiping Liu, Qiang Chen, Juan Cheng, Martin J. McKeown, Z. Jane Wang:
ReMAE: User-Friendly Toolbox for Removing Muscle Artifacts From EEG. IEEE Trans. Instrum. Meas. 69(5): 2105-2119 (2020) - [j43]Shuai Cao, Xiang Chen, Xu Zhang, Xun Chen:
Effective Audio Signal Arrival Time Detection Algorithm for Realization of Robust Acoustic Indoor Positioning. IEEE Trans. Instrum. Meas. 69(10): 7341-7352 (2020) - [j42]Rencheng Song, Senle Zhang, Chang Li, Yunfei Zhang, Juan Cheng, Xun Chen:
Heart Rate Estimation From Facial Videos Using a Spatiotemporal Representation With Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 69(10): 7411-7421 (2020) - [j41]Yi Yu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen:
Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net. IEEE J. Biomed. Health Informatics 24(5): 1310-1320 (2020) - [j40]Xuesong Wang, Chen Chen, Yuhu Cheng, Xun Chen, Yu Liu:
Zero-Shot Learning Based on Deep Weighted Attribute Prediction. IEEE Trans. Syst. Man Cybern. Syst. 50(8): 2948-2957 (2020) - [c14]Xiao Tang, Maoqi Chen, Xun Chen, Xiang Chen, Xu Zhang:
Hybrid Encoder-Decoder Deep Networks for Decoding Neural Drive Information towards Precise Muscle Force Estimation. EMBC 2020: 176-179 - [i1]Jing Zhang, Deng Liang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen:
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG. CoRR abs/2008.07263 (2020)
2010 – 2019
- 2019
- [j39]Juan Cheng, Luchang Li, Chang Li, Yu Liu, Aiping Liu, Ruobing Qian, Xun Chen:
Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study. IEEE Access 7: 60276-60289 (2019) - [j38]Yu Liu, Chao Zhang, Juan Cheng, Xun Chen, Z. Jane Wang:
A multi-scale data fusion framework for bone age assessment with convolutional neural networks. Comput. Biol. Medicine 108: 161-173 (2019) - [j37]Wei Tang, Yu Liu, Chao Zhang, Juan Cheng, Hu Peng, Xun Chen:
Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks. Comput. Math. Methods Medicine 2019: 5450373:1-5450373:11 (2019) - [j36]Xiang Chen, Yuheng Chen, Shuai Cao, Lei Zhang, Xu Zhang, Xun Chen:
Acoustic Indoor Localization System Integrating TDMA+FDMA Transmission Scheme and Positioning Correction Technique. Sensors 19(10): 2353 (2019) - [j35]Yu Liu, Xun Chen, Rabab K. Ward, Z. Jane Wang:
Medical Image Fusion via Convolutional Sparsity Based Morphological Component Analysis. IEEE Signal Process. Lett. 26(3): 485-489 (2019) - [j34]Soojin Lee, Martin J. McKeown, Z. Jane Wang, Xun Chen:
Removal of High-Voltage Brain Stimulation Artifacts From Simultaneous EEG Recordings. IEEE Trans. Biomed. Eng. 66(1): 50-60 (2019) - [j33]Ming Yin, Xiaoning Liu, Yu Liu, Xun Chen:
Medical Image Fusion With Parameter-Adaptive Pulse Coupled Neural Network in Nonsubsampled Shearlet Transform Domain. IEEE Trans. Instrum. Meas. 68(1): 49-64 (2019) - [j32]Xun Chen, Juan Cheng, Rencheng Song, Yu Liu, Rabab Ward, Z. Jane Wang:
Video-Based Heart Rate Measurement: Recent Advances and Future Prospects. IEEE Trans. Instrum. Meas. 68(10): 3600-3615 (2019) - [j31]Yong Jiao, Yu Zhang, Xun Chen, Erwei Yin, Jing Jin, Xingyu Wang, Andrzej Cichocki:
Sparse Group Representation Model for Motor Imagery EEG Classification. IEEE J. Biomed. Health Informatics 23(2): 631-641 (2019) - [c13]Tong Luo, Xu Zhang, Le Wu, Xi Chen, Xiang Chen, Xun Chen:
Convolutional Neural Network with Data Augmentation for Robust Myoelectric Control. CIVEMSA 2019: 1-5 - [c12]Senle Zhang, Rencheng Song, Juan Cheng, Yunfei Zhang, Xun Chen:
A feasibility study of a video-based heart rate estimation method with convolutional neural networks. CIVEMSA 2019: 1-5 - [c11]Le Wu, Xu Zhang, Xiang Chen, Xun Chen:
Visualized Evidences for Detecting Novelty in Myoelectric Pattern Recognition using 3D Convolutional Neural Networks. EMBC 2019: 2641-2644 - [c10]Ruochen Hu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen:
Investigation on the Contributions of Different Muscles to the Generated Force based on HD-sEMG and DBN. EMBC 2019: 2645-2648 - 2018
- [j30]Juan Cheng, Fulin Wei, Chang Li, Yu Liu, Aiping Liu, Xun Chen:
Position-independent gesture recognition using sEMG signals via canonical correlation analysis. Comput. Biol. Medicine 103: 44-54 (2018) - [j29]Yu Liu, Xun Chen, Juan Cheng, Hu Peng, Zengfu Wang:
Infrared and visible image fusion with convolutional neural networks. Int. J. Wavelets Multiresolution Inf. Process. 16(3): 1850018:1-1850018:20 (2018) - [j28]Yu Liu, Xun Chen, Zengfu Wang, Z. Jane Wang, Rabab K. Ward, Xuesong Wang:
Deep learning for pixel-level image fusion: Recent advances and future prospects. Inf. Fusion 42: 158-173 (2018) - [j27]Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Hu Peng, Qiang Chen, Xun Chen:
Hyperspectral Unmixing with Bandwise Generalized Bilinear Model. Remote. Sens. 10(10): 1600 (2018) - [j26]Xiang Chen, Yuan Yuan, Shuai Cao, Xu Zhang, Xun Chen:
A SEMG-Force Estimation Framework Based on a Fast Orthogonal Search Method Coupled with Factorization Algorithms. Sensors 18(7): 2238 (2018) - [j25]Lingfeng Xu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen:
Feasibility Study of Advanced Neural Networks Applied to sEMG-Based Force Estimation. Sensors 18(10): 3226 (2018) - [j24]Xun Chen, Xueyuan Xu, Aiping Liu, Martin J. McKeown, Z. Jane Wang:
The Use of Multivariate EMD and CCA for Denoising Muscle Artifacts From Few-Channel EEG Recordings. IEEE Trans. Instrum. Meas. 67(2): 359-370 (2018) - [c9]Xun Chen, Chao Zhang, Yu Liu:
Bone Age Assessment with X-Ray Images Based on Contourlet Motivated Deep Convolutional Networks. MMSP 2018: 1-6 - 2017
- [j23]Liang Zou, Xun Chen, Xiangyang Ji, Z. Jane Wang:
Underdetermined Joint Blind Source Separation of Multiple Datasets. IEEE Access 5: 7474-7487 (2017) - [j22]Huan Qi, Zhenyu Guo, Xun Chen, Zhiqi Shen, Z. Jane Wang:
Video-based human heart rate measurement using joint blind source separation. Biomed. Signal Process. Control. 31: 309-320 (2017) - [j21]Lu Li, Hu Peng, Xun Chen, Juan Cheng, Dayong Gao:
Opacity specification based on visibility ratio and occlusion vector in direct volume rendering. Biomed. Signal Process. Control. 34: 174-182 (2017) - [j20]Xun Chen, Aiping Liu, Qiang Chen, Yu Liu, Liang Zou, Martin J. McKeown:
Simultaneous ocular and muscle artifact removal from EEG data by exploiting diverse statistics. Comput. Biol. Medicine 88: 1-10 (2017) - [j19]Yu Liu, Xun Chen, Hu Peng, Zengfu Wang:
Multi-focus image fusion with a deep convolutional neural network. Inf. Fusion 36: 191-207 (2017) - [j18]Xun Chen, Hu Peng, Fengqiong Yu, Kai Wang:
Independent Vector Analysis Applied to Remove Muscle Artifacts in EEG Data. IEEE Trans. Instrum. Meas. 66(7): 1770-1779 (2017) - [j17]Juan Cheng, Xun Chen, Lingxi Xu, Z. Jane Wang:
Illumination Variation-Resistant Video-Based Heart Rate Measurement Using Joint Blind Source Separation and Ensemble Empirical Mode Decomposition. IEEE J. Biomed. Health Informatics 21(5): 1422-1433 (2017) - [c8]Yu Liu, Xun Chen, Juan Cheng, Hu Peng:
A medical image fusion method based on convolutional neural networks. FUSION 2017: 1-7 - [c7]Xueyuan Xu, Aiping Liu, Xun Chen:
A novel few-channel strategy for removing muscle artifacts from multichannel EEG data. GlobalSIP 2017: 976-980 - 2016
- [j16]Aiping Liu, Xun Chen, Xiaojuan Dan, Martin J. McKeown, Z. Jane Wang:
A Combined Static and Dynamic Model for Resting-State Brain Connectivity Networks. IEEE J. Sel. Top. Signal Process. 10(7): 1172-1181 (2016) - [j15]Liang Zou, Xun Chen, Z. Jane Wang:
Underdetermined Joint Blind Source Separation for Two Datasets Based on Tensor Decomposition. IEEE Signal Process. Lett. 23(5): 673-677 (2016) - [j14]Yu Liu, Xun Chen, Rabab K. Ward, Z. Jane Wang:
Image Fusion With Convolutional Sparse Representation. IEEE Signal Process. Lett. 23(12): 1882-1886 (2016) - [j13]Xun Chen, Z. Jane Wang, Martin J. McKeown:
Joint Blind Source Separation for Neurophysiological Data Analysis: Multiset and multimodal methods. IEEE Signal Process. Mag. 33(3): 86-107 (2016) - [c6]Aiping Liu, Xun Chen, Xiaojuan Dan, Martin J. McKeown, Z. Jane Wang:
Joint time invariant and time dependent brain connectivity network estimation. CCECE 2016: 1-4 - [c5]Liang Zou, Z. Jane Wang, Xun Chen, Xiangyang Ji:
Underdetermined joint blind source separation based on tensor decomposition. CCECE 2016: 1-4 - 2015
- [j12]Juan Cheng, Xun Chen, Aiping Liu, Hu Peng:
A Novel Phonology- and Radical-Coded Chinese Sign Language Recognition Framework Using Accelerometer and Surface Electromyography Sensors. Sensors 15(9): 23303-23324 (2015) - [j11]Aiping Liu, Xun Chen, Martin J. McKeown, Z. Jane Wang:
A Sticky Weighted Regression Model for Time-Varying Resting-State Brain Connectivity Estimation. IEEE Trans. Biomed. Eng. 62(2): 501-510 (2015) - [j10]Chen He, Xun Chen, Z. Jane Wang:
Performance of General STCs Over Spatially Correlated MIMO Single-Keyhole Channels. IEEE Trans. Veh. Technol. 64(7): 3285-3291 (2015) - 2014
- [j9]Xiaoou Li, Xun Chen, Yuning Yan, Wenshi Wei, Z. Jane Wang:
Classification of EEG Signals Using a Multiple Kernel Learning Support Vector Machine. Sensors 14(7): 12784-12802 (2014) - [j8]Xun Chen, Aiping Liu, Hu Peng, Rabab K. Ward:
A Preliminary Study of Muscular Artifact Cancellation in Single-Channel EEG. Sensors 14(10): 18370-18389 (2014) - [j7]Xun Chen, Aiping Liu, Martin J. McKeown, Howard Poizner, Z. Jane Wang:
An EEMD-IVA Framework for Concurrent Multidimensional EEG and Unidimensional Kinematic Data Analysis. IEEE Trans. Biomed. Eng. 61(7): 2187-2198 (2014) - [j6]Xun Chen, Z. Jane Wang, Martin J. McKeown:
A Three-Step Multimodal Analysis Framework for Modeling Corticomuscular Activity With Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 18(4): 1232-1241 (2014) - [c4]Liang Zou, Xun Chen, Amir Servati, Peyman Servati, Martin J. McKeown:
A heart beat rate detection framework using multiple nanofiber sensor signals. ChinaSIP 2014: 242-246 - [c3]Aiping Liu, Xun Chen, Z. Jane Wang, Martin J. McKeown:
Time varying brain connectivity modeling using FMRI signals. ICASSP 2014: 2089-2093 - 2013
- [j5]Xun Chen, Z. Jane Wang:
Pattern recognition of number gestures based on a wireless surface EMG system. Biomed. Signal Process. Control. 8(2): 184-192 (2013) - [j4]Xun Chen, Aiping Liu, Z. Jane Wang, Hu Peng:
Corticomuscular Activity Modeling by Combining Partial Least Squares and Canonical Correlation Analysis. J. Appl. Math. 2013: 401976:1-401976:11 (2013) - [j3]Xun Chen, Chen He, Z. Jane Wang, Martin J. McKeown:
An IC-PLS Framework for Group Corticomuscular Coupling Analysis. IEEE Trans. Biomed. Eng. 60(7): 2022-2033 (2013) - [j2]Xun Chen, Xiang Chen, Rabab Kreidieh Ward, Z. Jane Wang:
A Joint Multimodal Group Analysis Framework for Modeling Corticomuscular Activity. IEEE Trans. Multim. 15(5): 1049-1059 (2013) - 2012
- [j1]Chen He, Xun Chen, Zhen Jane Wang, Weifeng Su:
On the performance of MIMO RFID backscattering channels. EURASIP J. Wirel. Commun. Netw. 2012: 357 (2012) - [c2]Xiao-ou Li, Feng Wang, Xun Chen, Rabab K. Ward:
A P300-based BCI classification algorithm using median filtering and Bayesian feature extraction. MMSP 2012: 305-308 - [c1]Xun Chen, Z. Jane Wang, Martin J. McKeown:
A tridirectional method for corticomuscular coupling analysis in Parkinson's disease. MMSP 2012: 309-312
Coauthor Index
[j142] [j132] [j131] [j129] [j128] [j127] [j123] [j121] [j120] [j114] [j111] [j107] [j105] [j102] [j98] [j95] [j93] [j90] [j85] [j78] [j77] [j74] [j72] [j70] [j67] [j66] [j63] [j61] [j56] [j55] [j54] [j53] [j52] [j49] [j44] [j42] [j39] [j38] [j37] [j32] [c12] [j30] [j29] [j27] [j21] [j17] [c8] [j12]
[j148] [j147] [j146] [j144] [j139] [j138] [j137] [j135] [j133] [j126] [j125] [j122] [j119] [j117] [j108] [j106] [c20] [i6] [i5] [j103] [j101] [j100] [j99] [j89] [j84] [j83] [j80] [j79] [c17] [i4] [j76] [j74] [j73] [j69] [j68] [j63] [j60] [c16] [i2] [j57] [j51] [j44] [i1] [j39] [j30] [j24] [j20] [c7] [j16] [c6] [j12] [j11] [j8] [j7] [c3] [j4]
[j146] [j144] [j142] [j137] [j132] [j131] [j129] [j128] [j127] [j123] [j121] [j120] [j114] [j112] [j111] [j105] [j102] [j98] [j95] [j94] [j93] [j91] [j87] [j85] [j83] [j77] [j76] [j72] [j70] [j67] [j66] [j65] [j63] [j61] [j55] [j54] [j53] [j52] [j49] [j40] [j39] [j38] [j37] [j35] [j33] [j32] [j30] [j29] [j28] [j27] [c9] [j20] [j19] [c8] [j14]
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