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ORCIDXu Zhang 0002
Person information
- affiliation: University of Science and Technology of China, Department of Electronic Science and Technology, Hefei, China
- affiliation (former): Rehabilitation Institute of Chicago, Sensory Motor Performance Program, IL, USA
Other persons with the same name
- Xu Zhang — disambiguation page
- Xu Zhang 0001 — Duke University, Durham, NC, USA
- Xu Zhang 0003
![[0000-0003-4179-9552]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4179-9552")
— Mississippi State University, Department of Mathematics and Statistics, USA - Xu Zhang 0004 — Rice University, Department of Electrical and Computer Engineering, Houston, TX, USA
- Xu Zhang 0005 — Shandong University, Department of Mathematics, Weihai, China
- Xu Zhang 0006 — Nanjing University, China (and 1 more)
- Xu Zhang 0007 — Beihang University, Beijing, China
- Xu Zhang 0008 — Wuhan University, MOE, Key Laboratory of Aerospace Information Security and Trusted Computing, China
- Xu Zhang 0009 — North China Electric Power University, School of Electrical and Electronic Engineering, Beijing, China
- Xu Zhang 0010 — Chinese Academy of Sciences, Institute of Semiconductors, State Key Laboratory on Integrated Optoelectronics, Beijing, China (and 2 more)
- Xu Zhang 0011 — Beijing Institute of Technology, School of Information and Electronics, China
- Xu Zhang 0012 — Massachusetts Institute of Technology, Cambridge, USA
- Xu Zhang 0013 — University of Gloucestershire, Cheltenham, UK
- Xu Zhang 0014 — Southeast University, Laboratory of Image Science and Technology, Nanjing, China
- Xu Zhang 0015 — Harbin Engineering University, Key Lab of In-fiber Integrated Optics, Harbin, China
- Xu Zhang 0016 — Xi'an University of Technology, Department of Computer Science, Xi'an, China (and 2 more)
- Xu Zhang 0017 — Northeastern University, School of Computer Science and Engineering, School of Computer Science and Engineering, Shenyang, China
- Xu Zhang 0018 — Institute of Scientific and Technical Information of China, Beijing, China
- Xu Zhang 0019 — Chongqing University of Posts and Telecommunications, Chongqing, China
- Xu Zhang 0020 — Shanghai University, School of Mechatronic Engineering and Automation, Shanghai, China (and 1 more)
- Xu Zhang 0021 — Fudan University, School of Computer Science, Shanghai, China
- Xu Zhang 0022 — Columbia University, New York, NY, USA (and 1 more)
- Xu Zhang 0023 — Shandong Provincial Chest Hospital, Department of Medical Imaging, Jinan, China
- Xu Zhang 0024 — Microsoft Research
- Xu Zhang 0025 — Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
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Journal Articles
- 2024
[j57]Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou:
Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. 71(1): 160-170 (2024)- [j56]Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou:
Adaptive Online Decomposition of Surface EMG Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. 71(4): 1257-1268 (2024) - 2023
- [j55]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) - [j54]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) - [j53]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) - [j52]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) - [j51]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) - [j50]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) - [j49]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) - [j48]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) - 2022
- [j47]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) - [j46]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) - [j45]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) - [j44]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) - [j43]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) - [j42]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) - 2021
- [j41]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) - [j40]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) - [j39]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) - [j38]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) - 2020
- [j37]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) - [j36]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) - [j35]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) - [j34]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) - [j33]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) - [j32]Shuai Cao, Xiang Chen, Xu Zhang, Xun Chen:
Combined Weighted Method for TDOA-Based Localization. IEEE Trans. Instrum. Meas. 69(5): 1962-1971 (2020) - [j31]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) - [j30]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) - 2019
- [j29]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) - [j28]Zhiyuan Lu, Kai-Yu Tong, Xu Zhang, Sheng Li, Ping Zhou:
Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke. IEEE Trans. Biomed. Eng. 66(2): 365-372 (2019) - 2018
- [j27]Maoqi Chen, Xu Zhang, Zhiyuan Lu, Xiaoyan Li, Ping Zhou:
Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle. Int. J. Neural Syst. 28(9): 1850019:1-1850019:13 (2018) - [j26]Xiang Chen, Shaoping Wang, Chengjun Huang, Shuai Cao, Xu Zhang:
ICA-based muscle-tendon units localization and activation analysis during dynamic motion tasks. Medical Biol. Eng. Comput. 56(3): 341-353 (2018) - [j25]Mingzhi Luo, Xiang Chen, Shuai Cao, Xu Zhang:
Two New Shrinking-Circle Methods for Source Localization Based on TDoA Measurements. Sensors 18(4): 1274 (2018) - [j24]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) - [j23]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) - 2017
- [j22]Wenxiang Cui, Xiang Chen, Shuai Cao, Xu Zhang:
Muscle Fatigue Analysis of the Deltoid during Three Head-Related Static Isometric Contraction Tasks. Entropy 19(5): 221 (2017) - [j21]Xiang Chen, Xiaocong Niu, De Wu, Yi Yu, Xu Zhang:
Investigation of the Intra- and Inter-Limb Muscle Coordination of Hands-and-Knees Crawling in Human Adults by Means of Muscle Synergy Analysis. Entropy 19(5): 229 (2017) - [j20]Xiaofei Zhu, Xu Zhang, Xiao Tang, Xiaoping Gao, Xiang Chen:
Re-Evaluating Electromyogram-Force Relation in Healthy Biceps Brachii Muscles Using Complexity Measures. Entropy 19(11): 624 (2017) - [j19]Zhiyuan Lu, Xiang Chen, Xu Zhang, Kay-Yu Tong, Ping Zhou:
Real-Time Control of an Exoskeleton Hand Robot with Myoelectric Pattern Recognition. Int. J. Neural Syst. 27(5): 1750009:1-1750009:11 (2017) - [j18]Yanran Li, Xu Zhang, Yanan Gong, Ying Cheng, Xiaoping Gao, Xiang Chen:
Motor Function Evaluation of Hemiplegic Upper-Extremities Using Data Fusion from Wearable Inertial and Surface EMG Sensors. Sensors 17(3): 582 (2017) - [j17]Shenglan Ma, Xiang Chen, Shuai Cao, Yi Yu, Xu Zhang:
Investigation on Inter-Limb Coordination and Motion Stability, Intensity and Complexity of Trunk and Limbs during Hands-Knees Crawling in Human Adults. Sensors 17(4): 692 (2017) - [j16]Xiang Chen, Songmei Liao, Shuai Cao, De Wu, Xu Zhang:
An Acceleration-Based Gait Assessment Method for Children with Cerebral Palsy. Sensors 17(5): 1002 (2017) - [j15]Shenquan Zhang, Xu Zhang, Shuai Cao, Xiaoping Gao, Xiang Chen, Ping Zhou:
Myoelectric Pattern Recognition Based on Muscle Synergies for Simultaneous Control of Dexterous Finger Movements. IEEE Trans. Hum. Mach. Syst. 47(4): 576-582 (2017) - [j14]Xidong Yang, Xiang Chen, Xiang Cao, Shengjing Wei, Xu Zhang:
Chinese Sign Language Recognition Based on an Optimized Tree-Structure Framework. IEEE J. Biomed. Health Informatics 21(4): 994-1004 (2017) - [j13]Xu Zhang, Dongqing Wang, Zaiyang Yu, Xiang Chen, Sheng Li, Ping Zhou:
EMG-Torque Relation in Chronic Stroke: A Novel EMG Complexity Representation With a Linear Electrode Array. IEEE J. Biomed. Health Informatics 21(6): 1562-1572 (2017) - 2016
- [j12]Xu Zhang, Xiaoting Ren, Xiaoping Gao, Xiang Chen, Ping Zhou:
Complexity Analysis of Surface EMG for Overcoming ECG Interference toward Proportional Myoelectric Control. Entropy 18(4): 106 (2016) - [j11]Tong Hong, Xu Zhang, Hongjun Ma, Yan Chen, Xiang Chen:
Fatiguing Effects on the Multi-Scale Entropy of Surface Electromyography in Children with Cerebral Palsy. Entropy 18(5): 177 (2016) - [j10]Ruiliang Su, Xiang Chen, Shuai Cao, Xu Zhang:
Random Forest-Based Recognition of Isolated Sign Language Subwords Using Data from Accelerometers and Surface Electromyographic Sensors. Sensors 16(1): 100 (2016) - [j9]Shengjing Wei, Xiang Chen, Xidong Yang, Shuai Cao, Xu Zhang:
A Component-Based Vocabulary-Extensible Sign Language Gesture Recognition Framework. Sensors 16(4): 556 (2016) - [j8]Hong-Bo Xie, Ping Zhou, Tianruo Guo, Bellie Sivakumar, Xu Zhang, Socrates Dokos:
Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification. IEEE Trans. Biomed. Eng. 63(7): 1416-1425 (2016) - [j7]Zhiyuan Lu, Xiang Chen, Zhongfei Dong, Zhangyan Zhao, Xu Zhang:
A Prototype of Reflection Pulse Oximeter Designed for Mobile Healthcare. IEEE J. Biomed. Health Informatics 20(5): 1309-1320 (2016) - 2014
- [j6]Zhiyuan Lu, Xiang Chen, Qiang Li, Xu Zhang, Ping Zhou:
A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices. IEEE Trans. Hum. Mach. Syst. 44(2): 293-299 (2014) - 2013
- [j5]Xu Zhang, Xiang Chen, Paul E. Barkhaus, Ping Zhou:
Multiscale Entropy Analysis of Different Spontaneous Motor Unit Discharge Patterns. IEEE J. Biomed. Health Informatics 17(2): 470-476 (2013) - [j4]Qian Wang, Xiang Chen, Ruizhi Chen, Yuwei Chen, Xu Zhang:
Electromyography-Based Locomotion Pattern Recognition and Personal Positioning Toward Improved Context-Awareness Applications. IEEE Trans. Syst. Man Cybern. Syst. 43(5): 1216-1227 (2013) - 2012
- [j3]Xu Zhang, Ping Zhou:
High-Density Myoelectric Pattern Recognition Toward Improved Stroke Rehabilitation. IEEE Trans. Biomed. Eng. 59(6): 1649-1657 (2012) - [j2]Yun Li, Xiang Chen, Xu Zhang, Kongqiao Wang, Z. Jane Wang:
A Sign-Component-Based Framework for Chinese Sign Language Recognition Using Accelerometer and sEMG Data. IEEE Trans. Biomed. Eng. 59(10): 2695-2704 (2012) - 2011
- [j1]Xu Zhang, Xiang Chen, Yun Li, Vuokko Lantz, Kongqiao Wang, Jihai Yang:
A Framework for Hand Gesture Recognition Based on Accelerometer and EMG Sensors. IEEE Trans. Syst. Man Cybern. Part A 41(6): 1064-1076 (2011)
Conference and Workshop Papers
- 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 - 2021
- [c17]Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xun Chen:
White-Box Attacks on the CNN-Based Myoelectric Control System. CICAI 2021: 149-157 - 2020
- [c16]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 - 2019
- [c15]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 - [c14]Cong Zhang, Xiang Chen, Xu Zhang:
Heterogeneity Counts More than Power for HD-sEMG-Based Joint Force Estimation. EMBC 2019: 1926-1929 - [c13]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 - [c12]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 - 2014
- [c11]Dongqing Wang, Xu Zhang, Xiang Chen, Ping Zhou:
Application of wavelet packet transform on myoelectric pattern recognition for upper limb rehabilitation after stroke. EMBC 2014: 3578-3581 - [c10]Lu Tang, Fei Li, Shuai Cao, Xu Zhang, Xiang Chen:
Muscle synergy analysis for similar upper limb motion tasks. EMBC 2014: 3590-3593 - 2012
- [c9]Qian Wang, Xiang Chen, De Wu, Lingling Qian, Xu Zhang:
Acceleration and electromyography (EMG) pattern analysis for children with cerebral palsy. Healthcom 2012: 138-142 - 2011
- [c8]Yun Li, Xiang Chen, Xu Zhang, Kongqiao Wang, Jihai Yang:
Interpreting sign components from accelerometer and sEMG data for automatic sign language recognition. EMBC 2011: 3358-3361 - 2010
- [c7]Yun Li, Xiang Chen, Jianxun Tian, Xu Zhang, Kongqiao Wang, Jihai Yang:
Automatic recognition of sign language subwords based on portable accelerometer and EMG sensors. ICMI-MLMI 2010: 17:1-17:7 - [c6]Qian Wang, Xu Zhang, Xiang Chen, Ruizhi Chen, Wei Chen, Yuwei Chen:
A novel pedestrian dead reckoning algorithm using wearable EMG sensors to measure walking strides. UPINLBS 2010: 1-8 - 2009
- [c5]Xu Zhang, Xiang Chen, Wenhui Wang, Jihai Yang, Vuokko Lantz, Kongqiao Wang:
Hand gesture recognition and virtual game control based on 3D accelerometer and EMG sensors. IUI 2009: 401-406 - 2008
- [c4]Xu Zhang, Xiang Chen, Zhangyan Zhao, Youqiang Tu, Jihai Yang, Vuokko Lantz, Kongqiao Wang:
Research on Gesture Definition and Electrode Placement in Pattern Recognition of Hand Gesture Action SEMG. ICMB 2008: 33-40 - [c3]Xu Zhang, Xiang Chen, Zhangyan Zhao, Qiang Li, Jihai Yang, Vuokko Lantz, Kongqiao Wang:
An Adaptive Feature Extractor for Gesture SEMG Recognition. ICMB 2008: 83-90 - 2007
- [c2]Zhangyan Zhao, Xiang Chen, Xu Zhang, Jihai Yang, Youqiang Tu, Vuokko Lantz, Kongqiao Wang:
Study on Online Gesture sEMG Recognition. ICIC (1) 2007: 1257-1265 - [c1]Xiang Chen, Xu Zhang, Zhangyan Zhao, Jihai Yang, Vuokko Lantz, Kongqiao Wang:
Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-accelerometers. ISWC 2007: 11-14
Informal and Other Publications
- 2020
- [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)
Coauthor Index
[j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j7] [j6] [j5] [j4] [j2] [j1] [c18] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [i1]
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