2024

• Wang, Y., Lin, W., Peng, H., Zhou, L., Chen, W., Hu, B. (2024). A Robust Causal Brain Network Measure and Its Application on Ictal Electrocorticogram Analysis of Drug-Resistant Epilepsy. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 1851-1862. [More Information]
• Zeng, Z., Tao, L., Zhu, H., Zhu, Y., Meng, L., Fan, J., Chen, C., Chen, W. (2024). A Robust Gaze Estimation Approach via Exploring Relevant Electrooculogram Features and Optimal Electrodes Placements. IEEE Journal of Translational Engineering in Health and Medicine, 12, 56-65. [More Information]
• Wang, Z., Ding, Y., Yuan, W., Chen, H., Chen, W., Chen, C. (2024). Active Claw-Shaped Dry Electrodes for EEG Measurement in Hair Areas. Bioengineering, 11(3). [More Information]
• Irfan, M., Siddiqa, H., Nahliis, A., Chen, C., Xu, Y., Wang, L., Nawaz, A., Subasi, A., Westerlund, T., Chen, W. (2024). An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. IEEE Access, 12, 206-218. [More Information]
• Zhu, H., Guo, Y., Wu, Y., Zhang, Y., Shen, N., Xu, Y., Wang, L., Chen, C., Chen, W. (2024). MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups. Expert Systems with Applications, 240. [More Information]
• Wang, Z., Wan, H., Meng, L., Zeng, Z., Akay, M., Chen, C., Chen, W. (2024). Optimization of inter-subject sEMG-based hand gesture recognition tasks using unsupervised domain adaptation techniques. Biomedical Signal Processing and Control, 92, 106086. [More Information]
• Zeng, Z., Tao, L., Su, R., Tuheti, A., Huang, H., Chen, C., Chen, W. (2024). Residual self-calibrated network with multi-scale channel attention for accurate EOG-based eye movement classification. IEEE Journal of Biomedical and Health Informatics. [More Information]
• Siddiqa, H., Tang, Z., Xu, Y., Wang, L., Irfan, M., Abbasi, S., Nawaz, A., Chen, C., Chen, W. (2024). Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging. IEEE Access, 12, 29910-29925. [More Information]

2023

• Zhou, W., Zhu, H., Shen, N., Chen, H., Fu, C., Yu, H., Shu, F., Chen, C., Chen, W. (2023). A Lightweight Segmented Attention Network for Sleep Staging by Fusing Local Characteristics and Adjacent Information. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 238-247. [More Information]
• Huang, X., Tang, J., Luo, J., Shu, F., Chen, C., Chen, W. (2023). A Wearable Functional Near-Infrared Spectroscopy (fNIRS) System for Obstructive Sleep Apnea Assessment. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 1837-1846. [More Information]
• Irfan, M., Shun, P., Felix, B., Mustafa, N., Abbasi, S., Nahli, A., Subasi, A., Westerlund, T., Chen, W. (2023). An IoT-Based Noncontact ECG System: Sole of the Feet/Hands Palm. IEEE Internet of Things Journal, 10(21), 18718-18732. [More Information]
• Chen, Z., Yang, Z., Zhu, L., Chen, W., Tamura, T., Ono, N., Altaf-Ul-Amin, M., Kanaya, S., Huang, M. (2023). Automated Sleep Staging via Parallel Frequency-Cut Attention. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 1974-1985. [More Information]
• Zeng, Z., Xu, Y., Chen, C., Zhou, L., Wang, Y., Liu, M., Meng, L., Zhou, Y., Chen, W. (2023). Automatic and Quantitative Electroencephalographic Characterization of Drug-Resistant Epilepsy in Neonatal KCNQ2 Epileptic Encephalopathy. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 3004-3014. [More Information]
• Wu, Y., Xu, K., Peng, S., Cao, Y., Huang, Y., Cui, R., Zhu, H., Guo, Y., Wang, Z., Dai, C., et al (2023). Clinical Validation of a Capacitive Electrocardiogram Cushion Utilized for Arrhythmias Monitoring. IEEE Transactions on Instrumentation and Measurement, 72. [More Information]
• Zhang, D., Peng, Z., Van Pul, C., Overeem, S., Chen, W., Dudink, J., Andriessen, P., Aarts, R., Long, X. (2023). Combining Cardiorespiratory Signals and Video-Based Actigraphy for Classifying Preterm Infant Sleep States. Children, 10(11). [More Information]
• Wang, Y., Liu, M., Guo, Y., Shu, F., Chen, C., Chen, W. (2023). Cumulative Diversity Pattern Entropy (CDEn): A High-Performance, Almost-Parameter-Free Complexity Estimator for Nonstationary Time Series. IEEE Transactions on Industrial Informatics, 19(9), 9642-9653. [More Information]
• Chen, H., Wang, Z., Meng, L., Xu, K., Wang, Z., Chen, C., Chen, W. (2023). Design of flexible wearable sensing systems. Shengwu Yixue Gongchengxue Zazhi, 40(6), 1071-1083. [More Information]
• Siddiqa, H., Irfan, M., Abbasi, S., Chen, W. (2023). Electroencephalography (EEG) Based Neonatal Sleep Staging and Detection Using Various Classification Algorithms. Computers, Materials and Continua, 77(2), 1759-1778. [More Information]
• Tan, X., Jiang, X., Lin, Z., Liu, X., Dai, C., Chen, W. (2023). Extracting Spatial Muscle Activation Patterns in Facial and Neck Muscles for Silent Speech Recognition Using High-Density sEMG. IEEE Transactions on Instrumentation and Measurement, 72. [More Information]
• Shahbakhti, M., Beiramvand, M., Nasiri, E., Far, S., Chen, W., Sole-Casals, J., Wierzchon, M., Broniec-Wojcik, A., Augustyniak, P., Marozas, V. (2023). Fusion of EEG and Eye Blink Analysis for Detection of Driver Fatigue. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 2037-2046. [More Information]
• Zhu, H., Wang, L., Shen, N., Wu, Y., Shu, F., Xu, Y., Chen, W. (2023). MS-HNN: Multi-Scale Hierarchical Neural Network With Squeeze and Excitation Block for Neonatal Sleep Staging Using a Single-Channel EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 2195-2204. [More Information]
• Chen, H., Wang, Z., Lu, C., Shu, F., Chen, C., Wang, L., Chen, W. (2023). Neonatal Seizure Detection Using a Wearable Multi-Sensor System. Bioengineering, 10(6). [More Information]
• Jiang, X., Meng, L., Liu, X., Fan, J., Ye, X., Dai, C., Chen, W. (2023). Optimizing the Cross-Day Performance of Electromyogram Biometric Decoder. IEEE Internet of Things Journal, 10(5), 4388-4402. [More Information]
• Wu, Y., Jiang, X., Guo, Y., Zhu, H., Dai, C., Chen, W. (2023). Physiological measurements for driving drowsiness: A comparative study of multi-modality feature fusion and selection. Computers in Biology and Medicine, 167. [More Information]
• Zhu, H., Fu, C., Shu, F., Yu, H., Chen, C., Chen, W. (2023). The Effect of Coupled Electroencephalography Signals in Electrooculography Signals on Sleep Staging Based on Deep Learning Methods. Bioengineering, 10(5). [More Information]
• Li, Y., Chen, Y., Fang, Q., Chen, W. (2023). The value of new inflammation index in predicting portal vein thrombosis in cirrhotic patients with portal hypertension; [新型炎症指数预测肝硬化门脉高压患者 门静脉血栓形成的价值]. Zhongguo Yishi Zazhi, 25(6), 805-808. [More Information]

2022

• Zhou, W., Zhao, X., Wang, X., Zhou, Y., Wang, Y., Meng, L., Fan, J., Shen, N., Zhou, S., Chen, W., et al (2022). A Hybrid Expert System for Individualized Quantification of Electrical Status Epilepticus During Sleep Using Biogeography-Based Optimization. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 1920-1930. [More Information]
• Akbarzadeh, S., Ghayvat, H., Chen, C., Zhao, X., Hosier, S., Yuan, W., Pun, S., Chen, W. (2022). A Simple Fabrication, Low Noise, Capacitive Tactile Sensor for Use in Inexpensive and Smart Healthcare Systems. IEEE Sensors Journal, 22(9), 9069-9077. [More Information]
• Dong, C., Ye, T., Long, X., Aarts, R., Van Dijk, J., Shang, C., Liao, X., Chen, W., Lai, W., Chen, L., et al (2022). A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors. IEEE Transactions on Instrumentation and Measurement, 71. [More Information]
• Shi, L., Bi, D., Luo, J., Chen, W., Yang, C., Zheng, Y., Hao, J., Chang, K., Li, B., Liu, C., et al (2022). Associations between electrocardiogram and carotid ultrasound parameters: a healthy chinese group study. Frontiers in Physiology, 13. [More Information]
• Meng, L., Jiang, X., Qin, H., Fan, J., Zeng, Z., Chen, C., Zhang, A., Dai, C., Wu, X., Akay, Y., et al (2022). Automatic Upper-Limb Brunnstrom Recovery Stage Evaluation via Daily Activity Monitoring. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 2589-2599. [More Information]
• Zhang, Y., Wang, X., Han, P., Verschueren, S., Chen, W., Vanrumste, B. (2022). Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items? IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 1776-1785. [More Information]
• Fan, J., Jiang, X., Liu, X., Zhao, X., Ye, X., Dai, C., Akay, M., Chen, W. (2022). Cancelable HD-SEMG Biometric Identification via Deep Feature Learning. IEEE Journal of Biomedical and Health Informatics, 26(4), 1782-1793. [More Information]
• Wang, Y., Xu, Y., Liu, M., Guo, Y., Wu, Y., Chen, C., Chen, W. (2022). Cumulative residual symbolic dispersion entropy and its multiscale version: Methodology, verification, and application. Chaos, Solitons and Fractals, 160. [More Information]
• Kido, K., Chen, Z., Huang, M., Tamura, T., Chen, W., Ono, N., Takeuchi, M., Altaf-Ul-Amin, M., Kanaya, S. (2022). Discussion of cuffless blood pressure prediction using plethysmograph based on a longitudinal experiment: Is the individual model necessary? Life, 12(1). [More Information]
• Abbasi, S., Jamil, H., Chen, W. (2022). EEG-based neonatal sleep stage classification using ensemble learning. Computers, Materials and Continua, 70(3), 4619-4633. [More Information]
• Guo, Y., Jiang, X., Tao, L., Meng, L., Dai, C., Long, X., Wan, F., Zhang, Y., Van Dijk, J., Aarts, R., et al (2022). Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 915-924. [More Information]
• Meng, L., Chen, Q., Jiang, X., Liu, X., Fan, J., Dai, C., Chen, W. (2022). Evaluation of decomposition parameters for high-density surface electromyogram using fast independent component analysis algorithm. Biomedical Signal Processing and Control, 75. [More Information]
• Ren, H., Jiang, X., Meng, L., Lu, C., Wang, L., Dai, C., Chen, W. (2022). F-NIRS-Based Dynamic Functional Connectivity Reveals the Innate Musical Sensing Brain Networks in Preterm Infants. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 1806-1816. [More Information]
• Chen, W., Li, Y., Che, Y., Chen, Y., Fang, Q., Chen, S. (2022). Hepatic venous pressure gradient affects the efficacy of endoscopic treatment of gastroesophageal varices in hepatitis B cirrhosis; [肝静脉压力梯度对乙肝肝硬化 食管胃静脉曲张患者内镜治疗 疗效的影响]. Zhongguo Yishi Zazhi, 24(5), 662-666. [More Information]
• Jiang, X., Liu, X., Fan, J., Ye, X., Dai, C., Clancy, E., Chen, W. (2022). Measuring Neuromuscular Electrophysiological Activities to Decode HD-sEMG Biometrics for Cross-Application Discrepant Personal Identification With Unknown Identities. IEEE Transactions on Instrumentation and Measurement, 71. [More Information]
• Wang, Y., Chen, C., Chen, W. (2022). Nonlinear directed information flow estimation for fNIRS brain network analysis based on the modified multivariate transfer entropy. Biomedical Signal Processing and Control, 74. [More Information]
• Jiang, X., Liu, X., Fan, J., Ye, X., Dai, C., Clancy, E., Farina, D., Chen, W. (2022). Optimization of HD-sEMG-Based Cross-Day Hand Gesture Classification by Optimal Feature Extraction and Data Augmentation. IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 52(6), 1281-1291. [More Information]
• Akbarzadeh, S., Lyu, T., Farhoodi, R., Awais, M., Abbasi, S., Zhao, X., Chen, C., Amara, A., Akay, Y., Akay, M., et al (2022). Predicting Feeding Conditions of Premature Infants Through Non-Nutritive Sucking Skills Using a Sensitized Pacifier. IEEE Transactions on Biomedical Engineering, 69(7), 2370-2378. [More Information]
• Jiang, X., Liu, X., Fan, J., Dai, C., Clancy, E., Chen, W. (2022). Random Channel Masks for Regularization of Least Squares-Based Finger EMG-Force Modeling to Improve Cross-Day Performance. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 2157-2167. [More Information]
• Diao, H., Chen, C., Liu, X., Yuan, W., Amara, A., Tamura, T., Lo, B., Fan, J., Meng, L., Pun, S., et al (2022). Real-Time and Cost-Effective Smart Mat System Based on Frequency Channel Selection for Sleep Posture Recognition in IoMT. IEEE Internet of Things Journal, 9(21), 21421-21431. [More Information]
• Luo, J., Yan, Z., Guo, S., Chen, W. (2022). Recent Advances in Atherosclerotic Disease Screening Using Pervasive Healthcare. IEEE Reviews in Biomedical Engineering, 15, 293-308. [More Information]
• Wu, Y., Chen, C., Han, F., Chen, W. (2022). Research progress on the application of novel sensing technologies for sleep-related breathing disorder monitoring at home. Shengwu Yixue Gongchengxue Zazhi, 39(4), 798-805. [More Information]
• Peng, S., Li, Y., Cui, R., Xu, K., Wu, Y., Huang, M., Dai, C., Tamur, T., Mukhopadhyay, S., Chen, C., et al (2022). Sleep postures monitoring based on capacitively coupled electrodes and deep recurrent neural networks. BioMedical Engineering OnLine, 21(1). [More Information]
• Duan, H., Dai, C., Chen, W. (2022). The Evaluation of Classifier Performance during Fitting Wrist and Finger Movement Task Based on Forearm HD-sEMG. Mathematical Problems in Engineering, 2022. [More Information]
• Zhu, H., Wu, Y., Shen, N., Fan, J., Tao, L., Fu, C., Yu, H., Wan, F., Pun, S., Chen, C., et al (2022). The Masking Impact of Intra-Artifacts in EEG on Deep Learning-Based Sleep Staging Systems: A Comparative Study. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 1452-1463. [More Information]
• Shen, N., Luo, T., Chen, C., Zhang, Y., Zhu, H., Zhou, Y., Wang, Y., Chen, W. (2022). Towards an automatic narcolepsy detection on ambiguous sleep staging and sleep transition dynamics joint model. Journal of Neural Engineering, 19(5). [More Information]
• Fan, J., Zhu, H., Jiang, X., Meng, L., Chen, C., Fu, C., Yu, H., Dai, C., Chen, W. (2022). Unsupervised Domain Adaptation by Statistics Alignment for Deep Sleep Staging Networks. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 205-216. [More Information]
• Ai, Y., Huang, X., Chen, W., Wu, L., Jiang, S., Chen, Y., Chen, S. (2022). UPLC-MS/MS-Based Serum Metabolomics Signature as Biomarkers of Esophagogastric Variceal Bleeding in Patients With Cirrhosis. Frontiers in Cell and Developmental Biology, 10. [More Information]
• Meng, L., Jiang, X., Liu, X., Fan, J., Ren, H., Guo, Y., Diao, H., Wang, Z., Chen, C., Dai, C., et al (2022). User-Tailored Hand Gesture Recognition System for Wearable Prosthesis and Armband Based on Surface Electromyogram. IEEE Transactions on Instrumentation and Measurement, 71. [More Information]

2021

• Chen, C., Xu, Y., Wang, Z., Sun, C., Zhao, X., Fan, J., Niemarkt, H., Andriessen, P., Wang, L., Chen, W. (2021). A digitized approach for amplitude-integrated electroencephalogram transformation towards a standardized procedure. Biomedical Signal Processing and Control, 66. [More Information]
• Awais, M., Long, X., Yin, B., Abbasi, S., Akbarzadeh, S., Lu, C., Wang, X., Wang, L., Zhang, J., Dudink, J., et al (2021). A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video. IEEE Journal of Biomedical and Health Informatics, 25(5), 1441-1449. [More Information]
• Zhang, Y., Chen, Z., Tian, H., Kido, K., Ono, N., Chen, W., Tamura, T., Altaf-Ul-Amin, M., Kanaya, S., Huang, M. (2021). A Real-Time Portable IoT System for Telework Tracking. Frontiers in Digital Health, 3. [More Information]
• Guo, Y., Liu, X., Peng, S., Jiang, X., Xu, K., Chen, C., Wang, Z., Dai, C., Chen, W. (2021). A review of wearable and unobtrusive sensing technologies for chronic disease management. Computers in Biology and Medicine, 129. [More Information]
• Zhao, X., Chen, C., Zhou, W., Wang, Y., Fan, J., Wang, Z., Akbarzadeh, S., Chen, W. (2021). An energy screening and morphology characterization-based hybrid expert scheme for automatic identification of micro-sleep event K-complex. Computer Methods and Programs in Biomedicine, 201. [More Information]
• Luo, J., Zhen, J., Zhou, P., Chen, W., Guo, Y. (2021). An ippg-based device for pervasive monitoring of multi-dimensional cardiovascular hemodynamics. Sensors, 21(3), 1-14. [More Information]
• Chen, Q., Wang, Y., Liu, X., Long, X., Yin, B., Chen, C., Chen, W. (2021). Camera-based heart rate estimation for hospitalized newborns in the presence of motion artifacts. BioMedical Engineering OnLine, 20(1). [More Information]
• Jiang, X., Xu, K., Liu, X., Dai, C., Clifton, D., Clancy, E., Akay, M., Chen, W. (2021). Cancelable HD-sEMG-Based Biometrics for Cross-Application Discrepant Personal Identification. IEEE Journal of Biomedical and Health Informatics, 25(4), 1070-1079. [More Information]
• Liu, X., Zhou, M., Geng, Y., Meng, L., Wan, H., Ren, H., Zhang, X., Dai, C., Chen, W., Ye, X. (2021). Changes in synchronization of the motor unit in muscle fatigue condition during the dynamic and isometric contraction in the Biceps Brachii muscle. Neuroscience Letters, 761. [More Information]
• Jiang, X., Bardizbanian, B., Dai, C., Chen, W., Clancy, E. (2021). Data Management for Transfer Learning Approaches to Elbow EMG-Torque Modeling. IEEE Transactions on Biomedical Engineering, 68(8), 2592-2601. [More Information]
• Diao, H., Chen, C., Yuan, W., Amara, A., Tamura, T., Fan, J., Meng, L., Liu, X., Chen, W. (2021). Deep Residual Networks for Sleep Posture Recognition with Unobtrusive Miniature Scale Smart Mat System. IEEE Transactions on Biomedical Circuits and Systems, 15(1), 111-121. [More Information]
• Zhang, Y., Xue, T., Liu, Z., Chen, W., Vanrumste, B. (2021). Detecting hand washing activity among activities of daily living and classification of WHO hand washing techniques using wearable devices and machine learning algorithms. Healthcare Technology Letters, 8(6), 148-158. [More Information]
• Wang, Y., Zhao, X., Zhou, W., Chen, C., Chen, W. (2021). Dynamic weighted “small-world” graphical network establishment for fNIRS time-varying brain function analysis. Biomedical Signal Processing and Control, 69. [More Information]
• Jiang, X., Liu, X., Fan, J., Ye, X., Dai, C., Clancy, E., Farina, D., Chen, W. (2021). Enhancing IoT Security via Cancelable HD-sEMG-Based Biometric Authentication Password, Encoded by Gesture. IEEE Internet of Things Journal, 8(22), 16535-16547. [More Information]
• Fan, J., Sun, C., Long, M., Chen, C., Chen, W. (2021). EOGNET: A Novel Deep Learning Model for Sleep Stage Classification Based on Single-Channel EOG Signal. Frontiers in Neuroscience, 15. [More Information]
• Ren, H., Zou, L., Wang, L., Lu, C., Yuan, Y., Dai, C., Chen, W. (2021). Evaluation of the Short-Term Music Therapy on Brain Functions of Preterm Infants Using Functional Near-Infrared Spectroscopy. Frontiers in Neurology, 12. [More Information]
• Meng, L., Zhang, A., Chen, C., Wang, X., Jiang, X., Tao, L., Fan, J., Wu, X., Dai, C., Zhang, Y., et al (2021). Exploration of human activity recognition using a single sensor for stroke survivors and able-bodied people. Sensors, 21(3), 1-18. [More Information]
• Peng, S., Xu, K., Bao, S., Yuan, Y., Dai, C., Chen, W. (2021). Flexible Electrodes-Based Smart Mattress for Monitoring Physiological Signals of Heart and Autonomic Nerves in a Non-Contact Way. IEEE Sensors Journal, 21(1), 6-15. [More Information]
• Li, G., Yuan, Y., Ren, H., Chen, W. (2021). FNIRS STUDY of EFFECTS of FOOT BATH on HUMAN BRAIN and COGNITIVE FUNCTION. Journal of Mechanics in Medicine and Biology, 21(5). [More Information]
• Liu, X., Zhou, M., Dai, C., Chen, W., Ye, X. (2021). Generalized finger motion classification model based on motor unit voting. Motor Control, 25(1), 100-116. [More Information]
• Banluesombatkul, N., Ouppaphan, P., Leelaarporn, P., Lakhan, P., Chaitusaney, B., Jaimchariyatam, N., Chuangsuwanich, E., Chen, W., Phan, H., Dilokthanakul, N., et al (2021). MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. IEEE Journal of Biomedical and Health Informatics, 25(6), 1949-1963. [More Information]
• Wang, Y., Zhou, W., Zhao, X., Chen, C., Chen, W. (2021). MSSET: A high-performance time-frequency analysis method for sparse-spectrum biomedical signal. Computers in Biology and Medicine, 135. [More Information]
• Jiang, X., Xu, K., Liu, X., Dai, C., Clifton, D., Clancy, E., Akay, M., Chen, W. (2021). Neuromuscular Password-Based User Authentication. IEEE Transactions on Industrial Informatics, 17(4), 2641-2652. [More Information]
• Zhao, Z., Kong, Y., Huang, G., Chen, C., Chen, W., Mei, Y. (2021). Nickel-based metal-organic frameworks-modified flexible fiber: Preparation and its dopamine sensing application; [镍金属有机框架改性柔性纤维的制备及其多巴胺传感应用]. Science Bulletin, 66(32), 4187-4196. [More Information]
• Irfan, M., Jawad, H., Felix, B., Abbasi, S., Nawaz, A., Akbarzadeh, S., Awais, M., Chen, L., Westerlund, T., Chen, W. (2021). Non-Wearable IoT-Based Smart Ambient Behavior Observation System. IEEE Sensors Journal, 21(18), 20857-20869. [More Information]
• Jiang, X., Liu, X., Fan, J., Ye, X., Dai, C., Clancy, E., Akay, M., Chen, W. (2021). Open Access Dataset, Toolbox and Benchmark Processing Results of High-Density Surface Electromyogram Recordings. IEEE Transactions on Neural Systems and Rehabilitation Engineering. [More Information]
• Ueafuea, K., Boonnag, C., Sudhawiyangkul, T., Leelaarporn, P., Gulistan, A., Chen, W., Mukhopadhyay, S., Wilaiprasitporn, T., Piyayotai, S. (2021). Potential Applications of Mobile and Wearable Devices for Psychological Support during the COVID-19 Pandemic: A Review. IEEE Sensors Journal, 21(6), 7162-7178. [More Information]
• Jiang, X., Ren, H., Xu, K., Ye, X., Dai, C., Clancy, E., Zhang, Y., Chen, W. (2021). Quantifying Spatial Activation Patterns of Motor Units in Finger Extensor Muscles. IEEE Journal of Biomedical and Health Informatics, 25(3), 647-655. [More Information]
• SHAO, Z., WANG, L., WANG, Y., ZHU, Y., XIANG, Y., Chen, W. (2021). RESEARCH ON STRATEGIES OF HOME CARE AND INTERVENTION FOR STROKE BASED ON KNOWLEDGE RULES. Journal of Mechanics in Medicine and Biology, 21(10). [More Information]
• Shen, D., Qian, X., Wang, J., Li, F., Fang, Q., Zhao, J., Chen, W., Chen, Y., Tian, Y., Chen, S. (2021). Risk factor analysis of non-acute symptomatic portal vein thrombosis after endoscopic gastric variceal injection; [内镜下胃底静脉曲张注射治疗术后非急性症状性门静脉血栓形成的危险因素分析]. Zhongguo Yishi Zazhi, 23(3), 338-342. [More Information]
• Leelaarporn, P., Wachiraphan, P., Kaewlee, T., Udsa, T., Chaisaen, R., Choksatchawathi, T., Laosirirat, R., Lakhan, P., Natnithikarat, P., Thanontip, K., et al (2021). Sensor-Driven Achieving of Smart Living: A Review. IEEE Sensors Journal, 21(9), 10369-10391. [More Information]
• Chen, Z., Ono, N., Chen, W., Tamura, T., Altaf-Ul-Amin, M., Kanaya, S., Huang, M. (2021). The feasibility of predicting impending malignant ventricular arrhythmias by using nonlinear features of short heartbeat intervals. Computer Methods and Programs in Biomedicine, 205. [More Information]
• Gajbhiye, P., Mingchinda, N., Chen, W., Mukhopadhyay, S., Wilaiprasitporn, T., Tripathy, R. (2021). Wavelet Domain Optimized Savitzky-Golay Filter for the Removal of Motion Artifacts from EEG Recordings. IEEE Transactions on Instrumentation and Measurement, 70. [More Information]
• Ding, X., Clifton, D., Ji, N., Lovell, N., Bonato, P., Chen, W., Yu, X., Xue, Z., Xiang, T., Long, X., et al (2021). Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic. IEEE Reviews in Biomedical Engineering, 14, 48-70. [More Information]

2020

• Sun, C., Chen, C., Li, W., Fan, J., Chen, W. (2020). A Hierarchical Neural Network for Sleep Stage Classification Based on Comprehensive Feature Learning and Multi-Flow Sequence Learning. IEEE Journal of Biomedical and Health Informatics, 24(5), 1351-1366. [More Information]
• Zhao, X., Wang, X., Chen, C., Fan, J., Yu, X., Wang, Z., Akbarzadeh, S., Li, Q., Zhou, S., Chen, W. (2020). A knowledge-based approach for automatic quantification of epileptiform activity in children with electrical status epilepticus during sleep. Journal of Neural Engineering, 17(4). [More Information]
• Diao, Y., Ma, Y., Ma, Y., Xu, D., Chen, W., Wang, Y., Wang, Y. (2020). A novel gait parameter estimation method for healthy adults and postoperative patients with an ear-worn sensor. Physiological Measurement, 41(5). [More Information]
• Ren, H., Jiang, X., Xu, K., Chen, C., Yuan, Y., Dai, C., Chen, W. (2020). A Review of Cerebral Hemodynamics During Sleep Using Near-Infrared Spectroscopy. Frontiers in Neurology, 11. [More Information]
• Yuan, Y., Li, G., Ren, H., Chen, W. (2020). Caffeine Effect on Cognitive Function during a Stroop Task: FNIRS Study. Neural Plasticity, 2020. [More Information]
• Awais, M., Long, X., Yin, B., Chen, C., Akbarzadeh, S., Abbasi, S., Irfan, M., Lu, C., Wang, X., Wang, L., et al (2020). Can pre-trained convolutional neural networks be directly used as a feature extractor for video-based neonatal sleep and wake classification? BMC Research Notes, 13(1). [More Information]
• Chen, Y., Dai, C., Chen, W. (2020). Cross-Comparison of EMG-to-Force Methods for Multi-DoF Finger Force Prediction Using One-DoF Training. IEEE Access, 8, 13958-13968. [More Information]
• Chen, H., Chen, W., Bao, S., Lu, C., Wang, L., Ma, J., Wang, P., Lu, H., Shu, F., Bambang Oetomo, S. (2020). Design of an integrated wearable multi-sensor platform based on flexible materials for neonatal monitoring. IEEE Access, 8, 23732-23747. [More Information]
• Guo, Y., Zhang, Y., Chen, Z., Liu, Y., Chen, W. (2020). EEG classification by filter band component regularized common spatial pattern for motor imagery. Biomedical Signal Processing and Control, 59. [More Information]
• Fan, J., Sun, C., Chen, C., Jiang, X., Liu, X., Zhao, X., Meng, L., Dai, C., Chen, W. (2020). EEG data augmentation: Towards class imbalance problem in sleep staging tasks. Journal of Neural Engineering, 17(5). [More Information]
• Abbasi, S., Ahmad, J., Tahir, A., Awais, M., Chen, C., Irfan, M., Siddiqa, H., Waqas, A., Long, X., Yin, B., et al (2020). EEG-based neonatal sleep-wake classification using multilayer perceptron neural network. IEEE Access, 8, 183025-183034. [More Information]
• Wang, Y., Chen, W. (2020). Effective brain connectivity for fNIRS data analysis based on multi-delays symbolic phase transfer entropy. Journal of Neural Engineering, 17(5). [More Information]
• Yang, N., van Hout, G., Feijs, L., Chen, W., Hu, J. (2020). Enhancing intrinsic motivation in physical activity through quantified-self data sharing. EAI Endorsed Transactions on Pervasive Health and Technology, 6(21). [More Information]
• Zhang, Y., Guo, Y., Yang, P., Chen, W., Lo, B. (2020). Epilepsy Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network. IEEE Journal of Biomedical and Health Informatics, 24(2), 465-474. [More Information]
• Yang, N., van Hout, G., Feijs, L., Chen, W., Hu, J. (2020). Facilitating physical activity through on-site quantified-self data sharing. Sustainability, 12(12). [More Information]
• Mertes, G., Ding, L., Chen, W., Hallez, H., Jia, J., Vanrumste, B. (2020). Measuring and Localizing Individual Bites Using a Sensor Augmented Plate during Unrestricted Eating for the Aging Population. IEEE Journal of Biomedical and Health Informatics, 24(5), 1509-1518. [More Information]
• Awais, M., Chen, C., Long, X., Yin, B., Nawaz, A., Abbasi, S., Akbarzadeh, S., Tao, L., Lu, C., Wang, L., et al (2020). Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition. IEEE Access, 8, 59100-59113. [More Information]
• Ding, C., Li, Q., Lin, Y., Wu, X., Wang, Z., Yuan, W., Su, W., Chen, W., Cui, Z. (2020). Omnidirectionally stretchable electrodes based on wrinkled silver nanowires through the shrinkage of electrospun polymer fibers. Journal of Materials Chemistry C, 8(47), 16798-16807. [More Information]
• Xu, K., Jiang, X., Chen, W. (2020). Photoplethysmography Motion Artifacts Removal Based on Signal-Noise Interaction Modeling Utilizing Envelope Filtering and Time-Delay Neural Network. IEEE Sensors Journal, 20(7), 3732-3744. [More Information]
• Xu, K., Jiang, X., Lin, S., Dai, C., Chen, W. (2020). Stochastic Modeling Based Nonlinear Bayesian Filtering for Photoplethysmography Denoising in Wearable Devices. IEEE Transactions on Industrial Informatics, 16(11), 7219-7230. [More Information]
• Wang, Y., Chen, W. (2020). Systematic Analysis for fNIRS Measurement Combining Sensitivity and SNR Based on the Colin27 Brain Template. IEEE Photonics Journal, 12(4). [More Information]
• Yuan, Y., Li, Y., Wang, Z., Ren, H., Li, J., Chen, W. (2020). Temperature-dependent structure and optical properties of in2se3 thin films. Chalcogenide Letters, 17(5), 243-249.

2019

• Sun, C., Chen, C., Fan, J., Li, W., Zhang, Y., Chen, W. (2019). A hierarchical sequential neural network with feature fusion for sleep staging based on EOG and RR signals. Journal of Neural Engineering, 16(6). [More Information]
• Jiang, X., Xu, K., Zhang, R., Ren, H., Chen, W. (2019). A redundancy removed, dual-tree, discretewavelet transform to construct compact representations for automated seizure detection. Applied Sciences, 9(23). [More Information]
• Sun, C., Fan, J., Chen, C., Li, W., Chen, W. (2019). A two-stage neural network for sleep stage classification based on feature learning, sequence learning, and data augmentation. IEEE Access, 7, 109386-109397. [More Information]
• Chen, C., Sun, C., Leonhardt, S., Andriessen, P., Niemarkt, H., Chen, W. (2019). Amplitude-Integrated Electroencephalography Applications and Algorithms in Neonates: A Systematic Review. IEEE Access, 7, 141766-141781. [More Information]
• Wang, Z., Chen, C., Tao, L., Zhao, X., Yuan, W., Chen, W. (2019). An Unconstrained Cardiac Monitoring System with Novel Dual Tripolar Concentric Ring Geometry-Based Flexible Active ECG Electrodes for Sleep Health Surveillance. IEEE Access, 7, 142176-142189. [More Information]
• Sun, C., Li, W., Chen, C., Wang, Z., Chen, W. (2019). An unobtrusive and non-contact method for respiratory measurement with respiratory region detecting algorithm based on depth images. IEEE Access, 7, 8300-8315. [More Information]
• Peng, S., Xu, K., Chen, W. (2019). Comparison of active electrode materials for non-contact ECG measurement. Sensors, 19(16). [More Information]
• 60009860, Y., Chen, K., Liu, C., Chen, W., Cheng, L., Li, J. (2019). Experimental and Theoretical Analyses of Zinc-Vacancy-Induced Room-Temperature Ferromagnetism in ZnO Films. Journal of Experimental and Theoretical Physics, 129(2), 241-247. [More Information]
• Ma, J., Wang, P., Chen, H., Bao, S., Chen, W., Lu, H. (2019). Highly Sensitive and Large-Range Strain Sensor with a Self-Compensated Two-Order Structure for Human Motion Detection. ACS Applied Materials and Interfaces, 11(8), 8527-8536. [More Information]
• Zhao, X., Zhang, R., Mei, Z., Chen, C., Chen, W. (2019). Identification of epileptic seizures by characterizing instantaneous energy behavior of EEG. IEEE Access, 7, 70059-70076. [More Information]
• Jiang, X., Gu, X., Xu, K., Ren, H., Chen, W. (2019). Independent Decision Path Fusion for Bimodal Asynchronous Brain-Computer Interface to Discriminate Multiclass Mental States. IEEE Access, 7, 165303-165317. [More Information]
• Tang, K., Gerling, K., Chen, W., Geurts, L. (2019). Information and communication systems to tackle barriers to breastfeeding: Systematic search and review. Journal of Medical Internet Research, 21(9). [More Information]
• Chen, C., Wang, Z., Li, W., Chen, H., Mei, Z., Yuan, W., Tao, L., Zhao, Y., Huang, G., Mei, Y., et al (2019). Novel Flexible Material-Based Unobtrusive and Wearable Body Sensor Networks for Vital Sign Monitoring. IEEE Sensors Journal, 19(19), 8502-8513. [More Information]
• Yu, X., Mei, Z., Chen, C., Chen, W. (2019). Ranking power spectra: A proof of concept. Entropy, 21(11). [More Information]
• Ghayvat, H., Awais, M., Pandya, S., Ren, H., Akbarzadeh, S., Mukhopadhyay, S., Chen, C., Gope, P., Chouhan, A., Chen, W. (2019). Smart aging system: Uncovering the hidden wellness parameter for well-being monitoring and anomaly detection. Sensors, 19(4). [More Information]
• Chen, C., Ugon, A., Sun, C., Chen, W., Philippe, C., Pinna, A. (2019). Towards a Hybrid Expert System Based on Sleep Event's Threshold Dependencies for Automated Personalized Sleep Staging by Combining Symbolic Fusion and Differential Evolution Algorithm. IEEE Access, 7, 1775-1792. [More Information]

2018

• Ren, H., Jin, H., Chen, C., Ghayvat, H., Chen, W. (2018). A Novel Cardiac Auscultation Monitoring System Based on Wireless Sensing for Healthcare. IEEE Journal of Translational Engineering in Health and Medicine, 6. [More Information]
• Mei, Z., Gu, X., Chen, H., Chen, W. (2018). Automatic atrial fibrillation detection based on heart rate variability and spectral features. IEEE Access, 6, 53566-53575. [More Information]
• Mei, Z., Zhao, X., Chen, H., Chen, W. (2018). Bio-signal complexity analysis in epileptic seizure monitoring: A topic review. Sensors, 18(6). [More Information]
• Wetzels, M., Ayoola, I., Bogers, S., Peters, P., Chen, W., Feijs, L. (2018). Consume: A privacy-preserving authorisation and authentication service for connecting with health and wellbeing APIs. Pervasive and Mobile Computing, 43, 20-26. [More Information]
• Dong, Z., Li, X., Chen, W. (2018). Frequency Network Analysis of Heart Rate Variability for Obstructive Apnea Patient Detection. IEEE Journal of Biomedical and Health Informatics, 22(6), 1895-1905. [More Information]
• Pandya, S., Ghayvat, H., Kotecha, K., Awais, M., Akbarzadeh, S., Gope, P., Mukhopadhyay, S., Chen, W. (2018). Smart home anti-theft system: A novel approach for near real-time monitoring and smart home security for wellness protocol. Applied System Innovation, 1(4), 1-22. [More Information]
• Wang, Q., Timmermans, A., Chen, W., Jia, J., Ding, L., Xiong, L., Rong, J., Markopoulos, P. (2018). Stroke Patients' Acceptance of a Smart Garment for Supporting Upper Extremity Rehabilitation. IEEE Journal of Translational Engineering in Health and Medicine, 6. [More Information]

2017

• Sun, C., Li, W., Chen, W. (2017). A compressed sensing based method for reducing the sampling time of a high resolution pressure sensor array system. Sensors, 17(8). [More Information]
• Chen, H., Gu, X., Mei, Z., Xu, K., Yang, K., Lu, C., Wang, L., Shu, F., Xu, Q., Bambang Oetomo, S., et al (2017). A wearable sensor system for neonatal seizure monitoring. 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2017, Piscataway, NJ: IEEE. [More Information]
• Wang, Q., Markopoulos, P., Yu, B., Chen, W., Timmermans, A. (2017). Interactive wearable systems for upper body rehabilitation: A systematic review. Journal of NeuroEngineering and Rehabilitation, 14(1). [More Information]
• Zou, C., Qin, Y., Sun, C., Li, W., Chen, W. (2017). Motion artifact removal based on periodical property for ECG monitoring with wearable systems. Pervasive and Mobile Computing, 40, 267-278. [More Information]
• Wang, Q., De Baets, L., Timmermans, A., Chen, W., Giacolini, L., Matheve, T., Markopoulos, P. (2017). Motor control training for the shoulder with smart garments. Sensors, 17(7). [More Information]
• Werth, J., Long, X., Zwartkruis-Pelgrim, E., Niemarkt, H., Chen, W., Aarts, R., Andriessen, P. (2017). Unobtrusive assessment of neonatal sleep state based on heart rate variability retrieved from electrocardiography used for regular patient monitoring. Early Human Development, 113, 104-113. [More Information]

2016

• Chen, H., Xue, M., Mei, Z., Bambang Oetomo, S., Chen, W. (2016). A review of wearable sensor systems for monitoring body movements of neonates. Sensors, 16(12). [More Information]
• Kommers, D., Oei, G., Chen, W., Feijs, L., Bambang Oetomo, S. (2016). Suboptimal bonding impairs hormonal, epigenetic and neuronal development in preterm infants, but these impairments can be reversed. Acta Paediatrica, 105(7), 738-751. [More Information]

2015

• Ivonin, L., Chang, H., Díaz, M., Català, A., Chen, W., Rauterberg, M. (2015). Beyond cognition and affect: Sensing the unconscious. Behaviour and Information Technology, 34(3), 220-238. [More Information]
• Ayoola, I., Chen, W., Feijs, L. (2015). Camera on vessel: A camera-based system to measure change in water volume in a drinking glass. Sensors, 15(9), 23847-23867. [More Information]
• Chang, H., Ivonin, L., Díaz, M., Català, A., Chen, W., Rauterberg, M. (2015). Enacting archetypes in movies: grounding the unconscious mind in emotion-driven media. Digital Creativity, 26(2), 154-173. [More Information]
• Chen, W., Bambang Oetomo, S., Tetteroo, D., Versteegh, F., Mamagkaki, T., Serras Pereira, M., Janssen, L., Van Meurs, A. (2015). Mimo pillow - An intelligent cushion designed with maternal heart beat vibrations for comforting newborn infants. IEEE Journal of Biomedical and Health Informatics, 19(3), 979-985. [More Information]
• Frederiks, K., Croes, M., Chen, W., Bambang Oetomo, S., Sterkenburg, P. (2015). Sense-a biofeedback system to support the interaction between parents and their child with the Prader-Willi syndrome: A pilot study. Journal of Ambient Intelligence and Smart Environments, 7(4), 449-459. [More Information]
• Ivonin, L., Chang, H., Díaz, M., Català, A., Chen, W., Rauterberg, M. (2015). Traces of unconscious mental processes in introspective reports and physiological responses. PloS One, 10(4). [More Information]

2014

• Perusquía-Hernández, M., Chen, W., Feijs, L. (2014). Garment design for an ambulatory pregnancy monitoring system. Lecture Notes in Computer Science (LNCS), 8868, 219-227. [More Information]
• Chang, H., Ivonin, L., Díaz, M., Català, A., Chen, W., Rauterberg, M. (2014). Unspoken Emotions in Movies: The Basis of Emotion-Driven Storytelling Systems. Informatik-Spektrum, 37(6), 539-546. [More Information]

2013

• Tan, C., Liew, K., Rosley, M., Khalil, S., Tan, B., Lim, T., Chen, W., Rauterberg, M., Said, M. (2013). Conceptual design of an integrated bus passenger seat. World Applied Sciences Journal, 28(5), 722-725. [More Information]
• Chang, H., Ivonin, L., Díaz, M., Català, A., Chen, W., Rauterberg, M. (2013). From mythology to psychology: Identifying archetypal symbols in movies. Technoetic Arts: a journal of speculative research, 11(2), 99-113. [More Information]
• Taka, B., Català, A., Martín, D., Van Der Aa, N., Chen, W., Rauterberg, M. (2013). Position and orientation tracking in a ubiquitous monitoring system for parkinson disease patients with freezing of gait symptom. JMIR mHealth and uHealth, 1(2). [More Information]
• Ivonin, L., Chang, H., Chen, W., Rauterberg, M. (2013). Unconscious emotions: Quantifying and logging something we are not aware of. Personal and Ubiquitous Computing, 17(4), 663-673. [More Information]

2012

• Chen, W., Lie, J., Ng, B., Wang, T., Er, M. (2012). Joint gain/phase and mutual coupling array calibration technique with single calibrating source. International Journal of Antennas and Propagation, 2012. [More Information]

2011

• Chen, W., Hu, J., Bouwstra, S., Bambang Oetomo, S., Feijs, L. (2011). Sensor integration for perinatology research. International Journal of Sensor Networks (IJSNet), 9(1), 38-49. [More Information]

2010

• Chen, W., Bambang Oetomo, S., Feijs, L., Bouwstra, S., Ayoola, I., Dols, S. (2010). Design of an integrated sensor platform for vital sign monitoring of newborn infants at Neonatal Intensive Care Units. Journal of Healthcare Engineering, 1(4), 535-554. [More Information]
• Chen, W., Bambang Oetomo, S., Feijs, L., Andriessen, P., Kimman, F., Geraets, M., Thielen, M. (2010). Rhythm of life aid (ROLA): An integrated sensor system for supporting medical staff during cardiopulmonary resuscitation (CPR) of newborn infants. IEEE Transactions on Information Technology in Biomedicine, 14(6), 1468-1474. [More Information]
• Ouveysi, I., Shu, F., Chen, W., Shen, G., Zukerman, M. (2010). Topology and routing optimization for congestion minimization in optical wireless networks. Optical Switching and Networking, 7(3), 95-107. [More Information]

2009

• Chen, W., Sonntag, C., Boesten, F., Bambang Oetomo, S., Feijs, L. (2009). A design of power supply for neonatal monitoring with wearable sensors. Journal of Ambient Intelligence and Smart Environments, 1(2), 185-196. [More Information]
• Shu, F., Halgamuge, M., Chen, W. (2009). Building automation systems using wireless sensor networks: Radio characteristics and energy efficient communication protocols. Electronic Journal of Structural Engineering, 9, 66-73.
• Chen, W., Buchali, F., Yi, X., Shieh, W. (2009). Dynamic PMD mitigation at 10 Gb/s using viterbi equalization in DPSK systems. IEEE Photonics Technology Letters, 21(4), 191-193. [More Information]

2007

• Chen, W., Buchali, F., Yi, X., Shieh, W., Evans, J., Tucker, R. (2007). Chromatic dispersion and PMD mitigation at 10 Gb/s using Viterbi equalization for DPSK and DQPSK modulation formats. Optics Express, 15(9), 5271-5276. [More Information]
• Yi, X., Buchali, F., Chen, W., Shieh, W. (2007). Chromatic dispersion monitoring in electronic dispersion equalizers using tapped delay lines. Optics Express, 15(2), 312-315. [More Information]
• Shieh, W., Tucker, R., Chen, W., Yi, X., Pendock, G. (2007). Optical performance monitoring in coherent optical OFDM systems. Optics Express, 15(2), 350-356. [More Information]

2006

• Yi, X., Chen, W., Shieh, W. (2006). An OSNR monitor for optical packet switched networks. IEEE Photonics Technology Letters, 18(13), 1448-1450. [More Information]
• Shieh, W., Chen, W., Tucker, R. (2006). Polarisation mode dispersion mitigation in coherent optical orthogonal frequency division multiplexed systems. Electronics Letters, 42(17), 996-997. [More Information]

2005

• Chen, W., Tucker, R., Yi, X., Shieh, W., Evans, J. (2005). Optical signal-to-noise ratio monitoring using uncorrelated beat noise. IEEE Photonics Technology Letters, 17(11), 2484-2486. [More Information]