Shafiq, U., Waris, A., Amin, F., Ullah, A., Ashraf, H., Khan, M. J., Ijaz, M. A., Hazzazi, F., Ansari, K., & Gilani, S. O. (22 November 2025). Enhanced spectro-temporal feature extraction for prosthetic control using variational mode decomposition. Scientific Reports, 15 (1), 44386. doi:10.1038/s41598-025-28156-6 |
Ashraf, H., Schwartz, C., Waris, A., Bruls, O., & Boutaayamou, M. (July 2025). Unified Gait Event Detection using Temporal Convolutional Network and Bayesian Optimization. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2025, 1 - 4. doi:10.1109/EMBC58623.2025.11253228 |
Nayyab, R., Waris, A., Zaheer, I., Khan, M. J., Hazzazi, F., Ijaz, M. A., Ashraf, H., & Gilani, S. O. (2025). Enhancing ECG disease detection accuracy through deep learning models and P-QRS-T waveform features. PLoS ONE, 20 (6), 0325358. doi:10.1371/journal.pone.0325358 |
Ashraf, H., Waris, A., Gilani, S. O., Shafiq, U., Iqbal, J., Kamavuako, E. N., Berrouche, Y., Bruls, O., Boutaayamou, M., & Niazi, I. K. (23 January 2024). Optimizing the performance of convolutional neural network for enhanced gesture recognition using sEMG. Scientific Reports, 14 (1), 2020. doi:10.1038/s41598-024-52405-9 |
Ashraf, H., Shafiq, U., Sajjad, Q., Waris, A., Gilani, O., Boutaayamou, M., & Bruls, O. (April 2023). Variational mode decomposition for surface and intramuscular EMG signal denoising. Biomedical Signal Processing and Control, 82, 104560. doi:10.1016/j.bspc.2022.104560 |
Ashraf, H., Bruls, O., Schwartz, C., & Boutaayamou, M. (2023). Comparison of Machine Learning Algorithms for Human Activity Recognition. In Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies. Lisbon, Portugal: SciTePress. doi:10.5220/0011631500003414 |
Ashraf, H., Waris, A., Ghafoor, M. F., Gilani, S. O., & Niazi, I. K. (December 2022). Melanoma segmentation using deep learning with test-time augmentations and conditional random fields. Scientific Reports, 12 (1). doi:10.1038/s41598-022-07885-y |
Ashraf, H., Boutaayamou, M., Bruls, O., & Schwartz, C. (11 October 2022). Human Activity Recognition for the Assessment of Daily-life Activities Using Machine Learning [Poster presentation]. 20th National Day of Biomedical Engineering, Brussels, Belgium. |
Ashraf, H., Waris, A., Gilani, S. O., Tariq, M. U., & Alquhayz, H. (2021). Threshold parameters selection for empirical mode decomposition-based emg signal denoising. Intelligent Automation and Soft Computing, 27 (3), 799 - 815. doi:10.32604/IASC.2021.014765 |
Asif, A. R., Waris, A., Gilani, S. O., Jamil, M., Ashraf, H., Shafique, M., & Niazi, I. K. (02 March 2020). Performance evaluation of convolutional neural network for hand gesture recognition using EMG. Sensors (Basel, Switzerland), 20 (6), 1642. doi:10.3390/s20061642 |
Ashraf, H., Waris, A., Jamil, M., Gilani, S. O., Niazi, I. K., Kamavuako, E. N., & Gilani, S. H. N. (2020). Determination of Optimum Segmentation Schemes for Pattern Recognition-Based Myoelectric Control: A Multi-Dataset Investigation. IEEE Access, 8, 90862 - 90877. doi:10.1109/ACCESS.2020.2994829 |
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