Shoushui Wei

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 43

Top Topics

Convolutional Neural Network

Feature Selection

Top Venues

Biomed. Signal Process. Control.

Publications

Meng Chen, Yongjian Li, Liting Zhang, Lei Liu, Baokun Han, Wenzhuo Shi, Shoushui Wei
Elimination of Random Mixed Noise in ECG Using Convolutional Denoising Autoencoder With Transformer Encoder. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Yiheng Sun, Yongjian Li, Meng Chen, Jiahui Gao, Xiuxin Zhang, Shoushui Wei
IMC-ResNet: Atrial fibrillation detection method based on interlayer multiscale coupling. Biomed. Signal Process. Control. 97 (2024)
Meng Chen, Yongjian Li, Xiuxin Zhang, Jiahui Gao, Yiheng Sun, Wenzhuo Shi, Shoushui Wei
Multiscale Convolution and Attention based Denoising Autoencoder for Motion Artifact Removal in ECG Signals. ICIGP (2024)
Yongjian Li, Meng Chen, Xinge Jiang, Lei Liu, Baokun Han, Liting Zhang, Shoushui Wei
An atrial fibrillation detection algorithm based on lightweight design architecture and feature fusion strategy. Biomed. Signal Process. Control. 91 (2024)
Lei Liu, Feifei Liu, Xiaofei Ren, Yongjian Li, Baokun Han, Liting Zhang, Shoushui Wei
Predicting spontaneous termination of atrial fibrillation based on dual path network and feature selection. Biomed. Signal Process. Control. 88 (Part B) (2024)
Meng Chen, Yongjian Li, Liting Zhang, Xiuxin Zhang, Jiahui Gao, Yiheng Sun, Wenzhuo Shi, Shoushui Wei
Multitask Learning-Based Quality Assessment and Denoising of Electrocardiogram Signals. IEEE Trans. Instrum. Meas. 73 (2024)
Yongjian Li, Meng Chen, Ying Wang, Yesong Liang, Shoushui Wei
Diagnosis of atrial fibrillation based on lightweight detail-semantic network. Biomed. Signal Process. Control. 85 (2023)
Baokun Han, Meng Chen, Yongjian Li, Lei Liu, Shoushui Wei, Xinge Jiang
Multi-path Heart Sound Detection Based on Wavelet Scattering and Attention Mechanism. CISP-BMEI (2023)
Yongjian Li, Liting Zhang, Lin Zhu, Lei Liu, Baokun Han, Yatao Zhang, Shoushui Wei
Diagnosis of atrial fibrillation using self-complementary attentional convolutional neural network. Comput. Methods Programs Biomed. 238 (2023)
Caiyun Ma, Chengyu Liu, Xingyao Wang, Yuwen Li, Shoushui Wei, Bor-Shyh Lin, Jianqing Li
A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs. IEEE Trans. Instrum. Meas. 71 (2022)
Yesong Liang, Liting Zhang, Xinge Jiang, Ying Wang, Rui Huo, Shoushui Wei
Arrhythmia Classification on Different Time Windows Using CSR-BiGRU Network. CISP-BMEI (2022)
Lin Zhu, Lingling Zhang, Wenxing Hu, Haixu Chen, Han Li, Shoushui Wei, Xuzhu Chen, Xibo Ma
A multi-task two-path deep learning system for predicting the invasiveness of craniopharyngioma. Comput. Methods Programs Biomed. 216 (2022)
Yongjian Li, Liting Zhang, Yonglin Wang, Baokun Han, Lei Liu, Shoushui Wei
Study On The Application Of Small CNN In Arrhythmia Classification. CISP-BMEI (2022)
Rui Huo, Liting Zhang, Feifei Liu, Ying Wang, Yesong Liang, Shoushui Wei
ECG segmentation algorithm based on bidirectional hidden semi-Markov model. Comput. Biol. Medicine 150 (2022)
Yuwen Li, Shoushui Wei, Xing Liu, Zhimin Zhang
A Novel Robust Fuzzy Rough Set Model for Feature Selection. Complex. 2021 (2021)
Hongxia Wang, Na Mei, Liting Zhang, Shoushui Wei, Chunyuan Wang, Feifei Liu, Xinge Jiang
Multiple-Time-Scale Data Augmentation and Application in AF detection. CISP-BMEI (2021)
Caiyun Ma, Shoushui Wei, Tongshuai Chen, Jingquan Zhong, Zhenhua Liu, Chengyu Liu
Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation. IEEE Trans. Instrum. Meas. 70 (2021)
Lin Zhu, Xinliang Qu, Shoushui Wei
Deep learning-based context aggregation network for tumor diagnosis. CISP-BMEI (2021)
Lina Zhao, Jianqing Li, Xiangkui Wan, Shoushui Wei, Chengyu Liu
Determination of Parameters for an Entropy-Based Atrial Fibrillation Detector. Entropy 23 (9) (2021)
Na Mei, Hongxia Wang, Yatao Zhang, Feifei Liu, Xinge Jiang, Shoushui Wei
Classification of heart sounds based on quality assessment and wavelet scattering transform. Comput. Biol. Medicine 137 (2021)
Yatao Zhang, Junyan Li, Shoushui Wei, Fengyu Zhou, Dong Li
Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Huaijie Cui, Shuzhong Tian, Shoushui Wei, Zhimin Zhang, Caiyun Ma, Jiajing Xie, Chunyuan Wang
Detection of AF and I-AVB combined with RR interval and P wave. CISP-BMEI (2020)
Yongchao Chen, Shoushui Wei, Yatao Zhang
Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network. Medical Biol. Eng. Comput. 58 (9) (2020)
Zhimin Zhang, Xinwen Liu, Shoushui Wei, Hongping Gan, Feifei Liu, Yuwen Li, Chengyu Liu, Feng Liu
Electrocardiogram Reconstruction Based on Compressed Sensing. IEEE Access 7 (2019)
Zhimin Zhang, Weitong Chen, Chengyu Liu, Yun Kang, Feng Liu, Yuwen Li, Shoushui Wei
Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample. ADMA (2019)
Lina Zhao, Chengyu Liu, Shoushui Wei, Changchun Liu, Jianqing Li
Enhancing Detection Accuracy for Clinical Heart Failure Utilizing Pulse Transit Time Variability and Machine Learning. IEEE Access 7 (2019)
Baiyang Hu, Shoushui Wei, Dingwen Wei, Lina Zhao, Guohun Zhu, Chengyu Liu
Multiple Time Scales Analysis for Identifying Congestive Heart Failure Based on Heart Rate Variability. IEEE Access 7 (2019)
Haixia Shang, Shoushui Wei, Feifei Liu, Dingwen Wei, Lei Chen, Chengyu Liu
Wave Detection. Comput. Math. Methods Medicine 2019 (2019)
Xinge Jiang, Shoushui Wei, Shouqin Zhang, Lina Zhao, Feifei Liu, Hong Tang, Zhiqiang He, Chengyu Liu
Comparison of Photoplethysmographic Signal Features Between Healthy and Sleep Apnea Patients During Five Sleep Stages. J. Medical Imaging Health Informatics 9 (1) (2019)
Lina Zhao, Chengyu Liu, Shoushui Wei, Qin Shen, Fan Zhou, Jianqing Li
A New Entropy-Based Atrial Fibrillation Detection Method for Scanning Wearable ECG Recordings. Entropy 20 (12) (2018)
Feifei Liu, Chengyu Liu, Lina Zhao, Xinge Jiang, Zhimin Zhang, Jianqing Li, Shoushui Wei, Yuan Zhang
Dynamic ECG Signal Quality Evaluation Based on the Generalized bSQI Index. IEEE Access 6 (2018)
Yan Wang, Shoushui Wei, Shuai Zhang, Yatao Zhang, Lina Zhao, Chengyu Liu, Alan Murray
Comparison of time-domain, frequency-domain and non-linear analysis for distinguishing congestive heart failure patients from normal sinus rhythm subjects. Biomed. Signal Process. Control. 42 (2018)
Shuai Zhang, Xibo Ma, Yi Wang, Meng Wu, Hui Meng, Wei Chai, Xiaojie Wang, Shoushui Wei, Jie Tian
Robust Reconstruction of Fluorescence Molecular Tomography Based on Sparsity Adaptive Correntropy Matching Pursuit Method for Stem Cell Distribution. IEEE Trans. Medical Imaging 37 (10) (2018)
Yatao Zhang, Chengyu Liu, Shoushui Wei, Yungang Liu, Hai Liu
Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. IEEE Access 6 (2018)
Yatao Zhang, Hai Liu, Shoushui Wei, Zhenshan Liu
To improve performance of entropy methods for analyzing physiological signals using a novel symbolic approach. CISP-BMEI (2017)
Lina Zhao, Shoushui Wei, Hong Tang, Chengyu Liu
Coupling Analysis for Systolic, Diastolic and RR Interval Time Series Using Multivariable Fuzzy Measure Entropy. CinC (2017)
Yatao Zhang, Shoushui Wei
Normal and abnormal phonocardiogram classification based waveform and frequency features using LS-SVM. ICNC-FSKD (2017)
Lina Zhao, Shoushui Wei, Hong Tang, Chengyu Liu
Multivariable Fuzzy Measure Entropy Analysis for Heart Rate Variability and Heart Sound Amplitude Variability. Entropy 18 (12) (2016)
Zhimin Zhang, Shoushui Wei, Dingwen Wei, Liping Li, Feng Liu, Chengyu Liu
Comparison of Four Recovery Algorithms Used in Compressed Sensing for ECG Signal Processing. CinC (2016)
Yatao Zhang, Shoushui Wei, Li Zhang, Chengyu Liu
A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine. ICNC-FSKD (2016)
Yatao Zhang, Shoushui Wei, Hai Liu, Lina Zhao, Chengyu Liu
A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series. Comput. Methods Programs Biomed. 133 (2016)
Yatao Zhang, Shoushui Wei, Yutao Long, Chengyu Liu
Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. J. Electr. Comput. Eng. 2015 (2015)
Lina Zhao, Shoushui Wei, Chengqiu Zhang, Yatao Zhang, Xinge Jiang, Feng Liu, Chengyu Liu
Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. Entropy 17 (9) (2015)
Yatao Zhang, Chengyu Liu, Shoushui Wei, Chang-zhi Wei, Feifei Liu
ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. J. Zhejiang Univ. Sci. C 15 (7) (2014)
Qinghua Huang, Jie Yang, Shoushui Wei
Temporally correlated source separation using variational Bayesian learning approach. Digit. Signal Process. 17 (5) (2007)
Qinghua Huang, Jie Yang, Shoushui Wei
Variational Bayesian learning for speech modeling and enhancement. Signal Process. 87 (9) (2007)