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2020 – today
- 2025
[j27]Xianya Yu, Yonggang Zou, Xiuying Mou, Siying Li, Zhongrui Bai, Lidong Du, Zhenfeng Li, Peng Wang, Xianxiang Chen, Xiaoran Li, Fenghua Li, Huaiyong Li, Zhen Fang:
A deep learning method for contactless emotion recognition from ballistocardiogram. Biomed. Signal Process. Control. 99: 106891 (2025)- [j26]Yicheng Yao
, Hao Zhang, Pan Xia, Changyu Liu, Fanglin Geng, Zhongrui Bai, Lidong Du, Xianxiang Chen, Peng Wang, Weifeng Yao, Ziqing Hei, Zhen Fang:
mm2Sleep: Highly generalized dual-person sleep posture recognition using FMCW radar. Biomed. Signal Process. Control. 103: 107430 (2025) - [j25]Zhongrui Bai, Fanglin Geng, Hao Zhang, Xianxiang Chen, Lidong Du, Peng Wang, Pang Wu, Gang Cheng, Zhen Fang, Yirong Wu:
Non-contact blood pressure estimation using FMCW radar: A two-stream approach focused on central arterial activity. Biomed. Signal Process. Control. 106: 107718 (2025) - 2024
- [j24]Yonggang Zou, Xianya Yu, Siying Li, Xiuying Mou, Lidong Du, Xianxiang Chen, Zhenfeng Li, Peng Wang, Xiaoran Li, Mingyan Du, Zhen Fang:
A generalizable and robust deep learning method for atrial fibrillation detection from long-term electrocardiogram. Biomed. Signal Process. Control. 90: 105797 (2024) - [j23]Bokai Huang, Yizi Shao, Hao Zhang, Peng Wang, Xianxiang Chen, Zhenfeng Li, Lidong Du, Zhen Fang, Hui Zhao, Bing Han:
Design and implementation of a silent speech recognition system based on sEMG signals: A neural network approach. Biomed. Signal Process. Control. 92: 106052 (2024) - [j22]Yizi Shao, Bokai Huang, Lidong Du, Peng Wang, Zhenfeng Li, Zhe Liu, Lei Zhou, Yuanlin Song, Xianxiang Chen, Zhen Fang:
Reliable automatic sleep stage classification based on hybrid intelligence. Comput. Biol. Medicine 173: 108314 (2024) - [j21]Siying Li, Pan Xia, Yonggang Zou, Lidong Du, Zhenfeng Li, Peng Wang, Xianxiang Chen, Yundai Chen, Yajun Shi, Zhen Fang:
D-Unet: A symmetric architecture of convolutional neural network with two auxiliary outputs for dementia recognition. Int. J. Imaging Syst. Technol. 34(2) (2024) - [j20]Yicheng Yao, Hao Zhang, Changyu Liu, Fanglin Geng, Peng Wang, Lidong Du, Xianxiang Chen, Baoshi Han, Ting Yang, Zhen Fang:
Unsupervised-Learning-Based Unobtrusive Fall Detection Using FMCW Radar. IEEE Internet Things J. 11(3): 5078-5089 (2024) - 2023
- [j19]Zhengling He, Minfang Tang, Peng Wang, Lidong Du, Xianxiang Chen, Gang Cheng, Zhen Fang:
Cross-scenario automatic sleep stage classification using transfer learning and single-channel EEG. Biomed. Signal Process. Control. 81: 104501 (2023) - [j18]Pang Wu, Zhongrui Bai, Lirui Xu, Peng Wang, Xianxiang Chen, Lidong Du, Xiaoran Li, Zhan Zhao, Zhen Fang:
New approaches for rapid setpoint determination and uninterrupted tracking in non-invasive continuous blood pressure monitoring based on volume-clamp method. Biomed. Signal Process. Control. 86(Part C): 105305 (2023) - [j17]Hao Zhang, Pu Jian, Yicheng Yao, Changyu Liu, Peng Wang, Xianxiang Chen, Lidong Du, Chengyu Zhuang, Zhen Fang:
Radar-Beat: Contactless beat-by-beat heart rate monitoring for life scenes. Biomed. Signal Process. Control. 86(Part C): 105360 (2023) - [j16]Yicheng Yao, Hao Zhang, Pan Xia, Changyu Liu, Fanglin Geng, Zhongrui Bai, Lidong Du, Xianxiang Chen, Peng Wang, Baoshi Han, Ting Yang, Zhen Fang:
mmSignature: Semi-supervised human identification system based on millimeter wave radar. Eng. Appl. Artif. Intell. 126: 106939 (2023) - [j15]Baiju Yan, Peng Wang, Lidong Du, Xianxiang Chen, Zhen Fang, Yirong Wu:
mmGesture: Semi-supervised gesture recognition system using mmWave radar. Expert Syst. Appl. 213(Part): 119042 (2023) - [c30]Fanglin Geng, Hao Zhang, Yicheng Yao, Pan Xia, Peng Wang, Xianxiang Chen, Zhenfeng Li, Lidong Du, Zhen Fang:
Non-Contact Cardio-Pulmonary Resuscitation Compression Action Quality Monitoring Based on Depth Camera. BSN 2023: 1-4 - [c29]Yicheng Yao, Lirui Xu, Pan Xia, Hao Zhang, Lidong Du, Xianxiang Chen, Zhen Fang:
Highly Generalized Sleep Posture Recognition Using FMCW Radar. BSN 2023: 1-4 - [c28]Siying Li, Yonggang Zou, Xianya Yu, Xiuying Mou, Yueqi Li, Bokai Huang, Changyu Liu, Xianxiang Chen:
A Method with Time-Sensitive Features for the Automated Prognosis Prediction of Cardiac Arrest Patients Based on EEG. CinC 2023: 1-4 - [c27]Siying Li, Pan Xia, Hao Zhang, Peng Wang, Xianxiang Chen, Zhenfeng Li, Lidong Du, Zhen Fang:
An ERP-based cognitive disorders detection method using a multi-scale dilated convolutional neural network (MSDCNN). ICBBE 2023: 168-173 - 2022
- [j14]Baiju Yan, Hao Zhang, Yicheng Yao, Changyu Liu, Pu Jian, Peng Wang, Lidong Du, Xianxiang Chen, Zhen Fang, Yirong Wu:
Heart signatures: Open-set person identification based on cardiac radar signals. Biomed. Signal Process. Control. 72(Part): 103306 (2022) - [j13]Minfang Tang, Zhiwei Zhang, Zhengling He, Weisong Li, Xiuying Mou, Lidong Du, Peng Wang, Zhan Zhao, Xianxiang Chen, Xiaoran Li, Hongbo Chang, Zhen Fang:
Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG. Biomed. Signal Process. Control. 75: 103548 (2022) - [j12]Zhengling He, Lidong Du, Peng Wang, Pan Xia, Zhe Liu, Yuanlin Song, Xianxiang Chen, Zhen Fang:
Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation. Comput. Biol. Medicine 149: 106044 (2022) - [j11]Yicheng Yao, Changyu Liu, Hao Zhang, Baiju Yan, Pu Jian, Peng Wang, Lidong Du, Xianxiang Chen, Baoshi Han, Zhen Fang:
Fall Detection System Using Millimeter-Wave Radar Based on Neural Network and Information Fusion. IEEE Internet Things J. 9(21): 21038-21050 (2022) - 2021
- [j10]Zhengling He, Lidong Du, Song Du, Bin Wu, Zhiqi Fan, Binmu Xin, Xianxiang Chen, Zhen Fang, Jiexin Liu:
Machine learning for the early prediction of head-up tilt testing outcome. Biomed. Signal Process. Control. 69: 102904 (2021) - [j9]Ruishi Zhou, Chenshuo Wang, Pengfei Zhang, Xianxiang Chen, Lidong Du, Peng Wang, Zhan Zhao, Mingyan Du, Zhen Fang:
ECG-based biometric under different psychological stress states. Comput. Methods Programs Biomed. 202: 106005 (2021) - [j8]Rongjian Zhao, Lidong Du, Zhan Zhao, Xianxiang Chen, Jie Sun, Zhenzhen Man, Baogeng Cao, Zhen Fang:
Accurate Estimation of Heart and Respiration Rates Based on an Optical Fiber Sensor Using Adaptive Regulations and Statistical Classifications Spectrum Analysis. Frontiers Digit. Health 3: 747460 (2021) - [c26]Pan Xia, Zhengling He, Yusi Zhu, Zhongrui Bai, Xianya Yu, Yuqi Wang, Fanglin Geng, Lidong Du, Xianxiang Chen, Peng Wang, Zhen Fang:
A Novel Multi-Scale Convolutional Neural Network for Arrhythmia Classification on Reduced-Lead ECGs. CinC 2021: 1-4 - 2020
- [j7]Chenshuo Wang, Xianxiang Chen, Lidong Du, Qingyuan Zhan, Ting Yang, Zhen Fang:
Comparison of machine learning algorithms for the identification of acute exacerbations in chronic obstructive pulmonary disease. Comput. Methods Programs Biomed. 188: 105267 (2020) - [c25]Zhengling He, Pengfei Zhang, Lirui Xu, Zhongrui Bai, Hao Zhang, Weisong Li, Pan Xia, Xianxiang Chen:
A Novel Convolutional Neural Network for Arrhythmia Detection From 12-lead Electrocardiograms. CinC 2020: 1-4 - [c24]Lei Wang, Kunqin Li, Xianxiang Chen:
Design and Implementation of Remote Medicine Monitoring System Based on Internet of Things. CSAE 2020: 143:1-143:6 - [c23]Feng Tian, Song Wang, Xianxiang Chen:
The realization of video moving target detection on FPGA. ICIT 2020: 138-141
2010 – 2019
- 2019
- [c22]Zhengling He, Xianxiang Chen, Zhen Fang, Weidong Yi, Chenshuo Wang, Li Jiang, Zhongkai Tong, Zhongrui Bai, Yueqi Li, Yichen Pan:
Early Sepsis Prediction Using Ensemble Learning with Features Extracted from LSTM Recurrent Neural Network. CinC 2019: 1-4 - 2018
- [j6]Jiankang Liu, Xianxiang Chen, Lipeng Fang, Junxia Li, Ting Yang, Qingyuan Zhan, Kai Tong, Zhen Fang:
Mortality prediction based on imbalanced high-dimensional ICU big data. Comput. Ind. 98: 218-225 (2018) - [c21]Zhongkai Tong, Xianxiang Chen, Zhengling He, Kai Tong, Zhen Fang, Xianlong Wang:
Emotion Recognition Based on Photoplethysmogram and Electroencephalogram. COMPSAC (2) 2018: 402-407 - [c20]Lei Wang, Kunqin Li, Xianxiang Chen:
Internet of Things Security Analysis of Smart Campus. ICCCS (5) 2018: 418-428 - [c19]Zhengchao Fang, Wenting Li, Xianxiang Chen, Yan Han:
Image processing based on variable interval interpolation wavelet transform. ICIMCS 2018: 37:1-37:6 - [c18]Pengfei Zhang, Rongjian Zhao, Zhan Zhao, Xianxiang Chen, Zhen Fang:
A portable watch using Kalman method for heart rate monitoring during movement. ICIA 2018: 876-881 - [c17]Minfang Tang, Xianxiang Chen, Zhan Zhao, Zhengling He, Zhen Fang:
Wavelet-Based Real-time Monitoring of Multi-Physiological Parameters on a Portable Embedded Platform. ICIA 2018: 882-887 - 2017
- [j5]Zhihong Xu, Jiexin Liu, Xianxiang Chen, Yilong Wang, Zhan Zhao:
Continuous blood pressure estimation based on multiple parameters from eletrocardiogram and photoplethysmogram by Back-propagation neural network. Comput. Ind. 89: 50-59 (2017) - [j4]Lu Han, Qiang Zhang, Xianxiang Chen, Qingyuan Zhan, Ting Yang, Zhan Zhao:
Detecting work-related stress with a wearable device. Comput. Ind. 90: 42-49 (2017) - [j3]Qiang Zhang, Xianxiang Chen, Qingyuan Zhan, Ting Yang, Shanhong Xia:
Respiration-based emotion recognition with deep learning. Comput. Ind. 92-93: 84-90 (2017) - [c16]Lipeng Fang, Xianxiang Chen, Zhen Fang, Kai Tong, Jiankang Liu, Zhengling He, Junxia Li:
Multi-parameter health monitoring watch. Healthcom 2017: 1-6 - [c15]Zhengling He, Xianxiang Chen, Zhen Fang, Minfang Tang, Junxia Li, Shanhong Xia:
Cuff-less blood pressure estimation using Kalman filter on android platform. Healthcom 2017: 1-5 - [c14]Jiankang Liu, Xianxiang Chen, Zhen Fang, Kai Tong, Lipeng Fang, Junxia Li:
ICU mortality prediction using modified cost-sensitive PCA and chaos PSO. Healthcom 2017: 1-6 - [c13]Tingyu Sheng, Zhen Fang, Xianxiang Chen, Zhan Zhao, Junxia Li:
The design of wearable sleep apnea monitoring wrist watch. Healthcom 2017: 1-6 - 2016
- [c12]Qiang Zhang, Xianxiang Chen, Zhen Fang, Shanhong Xia:
False arrhythmia alarm reduction in the intensive care unit using data fusion and machine learning. BHI 2016: 232-235 - [c11]Yang Zheng, Xianxiang Chen, Zhen Fang, Shanhong Xia:
A Heart Rate Variability Analysis System Based on LeanCloud and Echarts. COMPSAC Workshops 2016: 637-640 - [c10]Xianxiang Chen, Xun Bao, Zhen Fang, Shanhong Xia:
Design and development of a ubiquitous healthcare monitoring system based on Android platform and ISO/IEEE 11073 standards. ICIA 2016: 1165-1168 - 2015
- [j2]Ren Ren, Xianxiang Chen, Xinyu Hu, Yu Wang, Shanhong Xia:
Compressed sensing-based method for electrocardiogram monitoring on wireless body sensor using binary matrix. Int. J. Wirel. Mob. Comput. 8(2): 114-121 (2015) - [c9]Zhihong Xu, Zhen Fang, Zhan Zhao, Xianxiang Chen, Diliang Chen, Fangmin Sun, Lidong Du, Yangming Qian, Huaiyong Li, Lili Tian:
An algorithm for evaluating the quality of the electrocardiosignal. ICIA 2015: 3094-3099 - 2014
- [c8]Xianxiang Chen, Xinyu Hu, Ren Ren, Bing Zhou, Xiao Tan, Jiabai Xie, Zhen Fang, Yangmin Qian, Huaiyong Li, Lili Tian, Shanhong Xia:
Noninvasive Ambulatory Monitoring of the Electric and Mechanical Function of Heart with a Multifunction Wearable Sensor. COMPSAC Workshops 2014: 662-667 - 2013
- [c7]Zhihong Xu, Zhen Fang, Zhan Zhao, Xianxiang Chen, Diliang Chen, Fangmin Sun, Lidong Du, Yangmin Qian, H. Y. Hui, Lili Tian:
Improved P-T Algorithm Applied to a Wearable Integrated Physiological Parameters System. GreenCom/iThings/CPScom 2013: 1756-1762 - [c6]Bing Zhou, Xianxiang Chen, Xinyu Hu, Ren Ren, Xiao Tan, Zhen Fang, Shanhong Xia:
A Bluetooth low energy approach for monitoring electrocardiography and respiration. Healthcom 2013: 130-134 - [c5]Xiao Tan, Xianxiang Chen, Ren Ren, Xinyu Hu, Bing Zhou, Zhen Fang, Shanhong Xia:
Real-time baseline wander removal in ECG signal based on weighted local linear regression smoothing. ICIA 2013: 453-456 - [c4]Diliang Chen, Zhen Fang, Zhan Zhao, Zhihong Xu, Fangmin Sun, Xianxiang Chen, Xinyu Hu:
GPMSwLF: Group physiological monitoring system with location function. ICIA 2013: 1056-1059 - 2012
- [j1]Jianmei Song, Gaohua Cai, Xianxiang Chen, Lixia Kong:
Stability region analysis of the parasitic loop of the semi-strapdown homing seeker. J. Syst. Control. Eng. 226(4): 550-562 (2012) - [c3]Zhen Fang, Zhan Zhao, Yundong Xuan, Lidong Du, Xianxiang Chen, Xunxue Cui, Huaiyong Li, Lili Tian:
A Node Design for Intelligent Traffic Monitoring Based on Magnetic Sensor. CWSN 2012: 57-67 - [c2]Zhen Fang, Zhan Zhao, Fangmin Sun, Xianxiang Chen, Lidong Du, Huaiyong Li, Lili Tian:
The 3AHcare node: Health monitoring continuously. Healthcom 2012: 365-366 - [c1]Xianxiang Chen, Yuansheng Lv, Ren Ren, Zhen Fang, Shanhong Xia, Huaiyong Li, Lili Tian:
A wireless noncontact ECG detection system based on capacitive coupling. Healthcom 2012: 387-390
Coauthor Index
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