Dr Issam Boukhennoufa
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Email
ib20472@essex.ac.uk -
Location
Colchester Campus
Publications
Journal articles (8)
Sanei, S., Lee, TKM., Boukhennoufa, I., Jarchi, D., Zhai, X. and McDonald-Maier, K., (2025). Evaluating the Effect of Surrogate Data Generation on Healthcare Data Assessment. Big Data and Cognitive Computing. 9 (2), 22-22
Boukhennoufa, I., Jarchi, D., Zhai, X., Utti, V., Sanei, S., Lee, TKM., Jackson, J. and McDonald-Maier, KD., (2023). A novel model to generate heterogeneous and realistic time-series data for post-stroke rehabilitation assessment. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31, 2676-2687
Zhu, X., Boukhennoufa, I., Liew, B., Gao, C., Yu, W., McDonald-Maier, KD. and Zhai, X., (2023). Monocular 3D Human Pose Markerless Systems for Gait Assessment. Bioengineering. 10 (6), 653-653
Altai, Z., Boukhennoufa, I., Zhai, X., Phillips, A., Moran, J. and Liew, BXW., (2023). Performance of multiple neural networks in predicting lower limb joint moments using wearable sensors. Frontiers in bioengineering and biotechnology. 11, 1215770-
Boukhennoufa, I., Zhai, X., Utti, V., Jackson, J. and McDonald-Maier, K., (2022). Wearable sensors and machine learning in post-stroke rehabilitation assessment: A systematic review. Biomedical Signal Processing and Control. 71 (B), 103197-103197
Boukhennoufa, I., Altai, Z., Zhai, X., Utti, V., McDonald-Maier, KD. and Liew, B., (2022). Predicting the Internal Knee Abduction Impulse During Walking Using Deep Learning. Frontiers in Bioengineering and Biotechnology. 10, 877347-
Boukhennoufa, I., Amira, A., Bensaali, F. and Soheilian Esfahani, S., (2020). A novel gateway-based solution for remote elderly monitoring. Journal of Biomedical Informatics. 109, 103521-103521
Djelouat, H., Amira, A., Bensaali, F. and Boukhennoufa, I., (2020). Secure compressive sensing for ECG monitoring. Computers & Security. 88, 101649-101649
Book chapters (1)
Baptista, R., Liew, X., Pizzocaro, S., Zhai, X., Galasso, S., Rugamer, D., Waterkeyn, T., Boukhennoufa, I., Xuqi, Z. and De Nunzio, AM., (2024). Motion Analysis in Neurological Rehabilitation: From the Lab to the Clinic. In: Translational Neurorehabilitation. Editors: Calabrò, RS., . Springer Cham. 121- 163. 978-3-031-63604-2
Conferences (7)
Khanam, Z., Achari, VPS., Boukhennoufa, I., Jindal, A. and Singh, AK., (2024). A Multi-Modal Distributed Real-Time IoT system for Urban Traffic Control
Boukhennoufa, I., Zhai, X., Utti, V., Jackson, J. and McDonald-Maier, KD., (2022). Encoding Sensors’ Data into Images to Improve the Activity Recognition in Post Stroke Rehabilitation Assessment
Zhu, X., Boukhennoufa, I., Liew, B., McDonald-Maier, K. and Zhai, X., (2022). A Kalman Filter based Approach for Markerless Pose Tracking and Assessment
Boukhennoufa, I., Zhai, X., Utti, V., McDonald-Maier, K. and Jackson, J., (2021). Improving the activity recognition using GMAF and transfer learning in post-stroke rehabilitation assessment
Boukhennoufa, I., Zhai, X., Utti, V., Jackson, J. and McDonald-Maier, KD., (2021). A comprehensive evaluation of state-of-the-art time-series deep learning models for activity-recognition in post-stroke rehabilitation assessment
Al-Kababji, A., Shidqi, L., Boukhennoufa, I., Amira, A., Bensaali, F., Gastli, MS., Jarouf, A., Aboueata, W. and Abdalla, A., (2019). IoT-Based Fall and ECG Monitoring System: Wireless Communication System Based Firebase Realtime Database
Boukhennoufa, I., Amira, A., Bensaali, F., Anagnostopoulos, D., Nikolaidou, M., Kotronis, C., Politis, E. and Dimitrakopoulos, G., (2019). An IoT-Based Framework for Elderly Remote Monitoring
Thesis dissertation (1)
Boukhennoufa, I., (2024). Wearable sensor-based rehabilitation exercise assessment for post-stroke rehabilitation