Publications and communications of Mohamed Boutaayamou

Articles in scientific journals with peer reviewing

Maillard, B., Boutaayamou, M., CASSOL, H., Pirnay, L., & Kaux, J.-F. (February 2024). Gait Analysis of Hemiparetic Adult Patients with a Quadripod Cane and a Rolling Cane. Healthcare, 12, 464. doi:10.3390/healthcare12040464

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., & Brüls, 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

GILLAIN, S., Boutaayamou, M., Schwartz, C., Dardenne, N., Bruyère, O., Bruls, O., Croisier, J.-L., SALMON, E., Reginster, J.-Y., GARRAUX, G., & PETERMANS, J. (2019). Gait symmetry in the dual task condition as a predictor of future falls among independent older adults: a 2-year longitudinal study. Aging Clinical and Experimental Research, 31 (8), 1057-1067. doi:10.1007/s40520-019-01210-w

GILLAIN, S., Boutaayamou, M., Dardenne, N., Schwartz, C., Demonceau, M., Gerontitis, C., DEPIERREUX, F., Salmon, E., GARRAUX, G., Bruyère, O., Bruls, O., Croisier, J.-L., & PETERMANS, J. (2017). Data set of healthy old people assessed for three walking conditions using accelerometric and opto-electronic methods. Aging Clinical and Experimental Research, 29 (6), 1201-1209. doi:10.1007/s40520-017-0730-y

Boutaayamou, M., Schwartz, C., Stamatakis, J., Denoël, V., Maquet, D., Forthomme, B., Croisier, J.-L., Macq, B., Verly, J., Garraux, G., & Bruls, O. (2015). Development and validation of an accelerometer-based method for quantifying gait events. Medical Engineering and Physics. doi:10.1016/j.medengphy.2015.01.001

GILLAIN, S., Schwartz, C., Boutaayamou, M., Demonceau, M., CROISIER, J.-L., Bruls, O., GARRAUX, G., REGINSTER, J.-Y., & PETERMANS, J. (October 2014). Validation des paramètres de marche par un système accélérométrique (Locométrix*) à l'aide d'un système opto-électronique 3D (Coda Motion ). Gériatrie et Psychologie Neuropsychiatrie du Vieillissement, 12 (supplément 3).

Boutaayamou, M., Lemaire, P., Vanderheyden, B., & Vanderbemden, P. (06 June 2014). Design and fabrication of an electrode array sensor for probing the electric potential distribution at the mesoscopic scale in antistatic felts. Measurement Science and Technology, 25, 075903 (9. doi:10.1088/0957-0233/25/7/075903

Boutaayamou, M., V Sabariego, R., & Dular, P. (March 2009). Electrostatic Analysis of Moving Conductors Using a Perturbation Finite Element Method. IEEE Transactions on Magnetics, 45 (3), 1004-1007. doi:10.1109/TMAG.2009.2012541

Boutaayamou, M., V Sabariego, R., & Dular, P. (June 2008). An iterative finite element perturbation method for computing electrostatic field distortions. IEEE Transactions on Magnetics, 44 (6), 746-749. doi:10.1109/TMAG.2007.916146

Boutaayamou, M., V Sabariego, R., & Dular, P. (2008). A perturbation method for the 3D finite element modeling of electrostatically driven MEMS. Sensors, 8 (2), 994-1003. doi:10.3390/s8020994

Scientific conferences in universities or research centers

Boutaayamou, M., Schwartz, C., Stamatakis, J., Denoël, V., Maquet, D., Forthomme, B., Croisier, J.-L., Macq, B., Verly, J., Garraux, G., & Bruls, O. (07 November 2013). 3D analysis of gait using accelerometer measurements [Paper presentation]. 2013 BEMEKO workshop on measurement: Challenges and Opportunities, Liège, Belgium.

Scientific congresses and symposiums

Published communications

Ashraf, H., Brüls, 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

Boutaayamou, M., GILLAIN, S., Schwartz, C., Denoël, V., Petermans, J., Croisier, J.-L., Forthomme, B., Verly, J., Bruls, O., & Garraux, G. (2018). Validated assessment of gait sub-phase durations in older adults using an accelerometer-based ambulatory system. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) (pp. 248-255). doi:10.5220/0006716202480255

GILLAIN, S., Boutaayamou, M., Schwartz, C., DEMONCEAU, M., Gerontitis, C., Croisier, J.-L., Bruls, O., GARRAUX, G., & PETERMANS, J. (2016). Gait pattern of healthy old people for fast walking condition. Gerontechnology.

Boutaayamou, M., Schwartz, C., Denoël, V., FORTHOMME, B., Croisier, J.-L., Garraux, G., Verly, J., & Bruls, O. (2015). Development and validation of a 3D kinematic-based method for determining gait events during overground walking. In IEEE International Conference on 3D Imaging (IC3D) (pp. 1-6). IEEE.

Boutaayamou, M., Crosset, N., Werner, X., & Verly, J. (2014). Design and implementation of a T impedance matching network for the radiocommunication subsystem aboard the OUFTI-1 nanosatellite. In Proceedings of the URSI Forum 2014.

Boutaayamou, M., Schwartz, C., Stamatakis, J., Denoël, V., Maquet, D., Forthomme, B., Croisier, J.-L., Macq, B., Verly, J., Garraux, G., & Bruls, O. (2012). Validated Extraction of Gait Events from 3D Accelerometer Recordings. In IEEE International Conference on 3D Imaging (IC3D) (pp. 6615147). doi:10.1109/IC3D.2012.6615147

Boutaayamou, M., Schwartz, C., Bruls, O., Denoël, V., Demonceau, M., Maquet, D., Forthomme, B., Croisier, J.-L., Garraux, G., & Verly, J. (2012). 3D Analysis of Normal and Pathological Gait Based on Low-Cost Wireless Accelerometers. In URSI Benelux Forum 2012 “Antennas: multiple designs, multiple applications”.

Boutaayamou, M., Léonard, A., Vanderheyden, B., & Vanderbemden, P. (2011). Study of Conduction Mechanisms in Antistatic Felts at the Mesoscopic Scale. In International Symposium on New Frontiers in Fiber Materials Science; Conference Proceedings.

Boutaayamou, M., V Sabariego, R., & Dular, P. (2008). A Perturbation Finite Element Method for Modeling Electrostatic MEMS without Remeshing. In Proceedings of the 9th International Conference on Thermal, Mechanical and Multiphysics Simulation and Experiments in Micro-Electronics and Micro-Systems (EuroSimE2008). doi:10.1109/ESIME.2008.4525012

Boutaayamou, M., V Sabariego, R., & Dular, P. (2007). An Iterative Finite Element Perturbation Method for Computing Electrostatic Field Distortions. In Proceedings of 16th Conference on the Computation of Electromagnetic Fields (COMPUMAG2007).

Boutaayamou, M., Nair, H., V Sabariego, R., & Dular, P. (2006). Finite element modelling of electrostatic MEMS including the impact of fringing field effects on forces. In Proceedings of the 7th International Conference on Thermal, Mechanical and Multiphysics Simulation and Experiments in Micro-Electronics and Micro-Systems (EuroSimE2006). IEEE. doi:10.1109/ESIME.2006.1643959

Oral communications or posters

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.

Prijot, L., Schwartz, C., Watrin, J., Mendes, A., Croisier, J.-L., FORTHOMME, B., Denoël, V., Bruls, O., & Boutaayamou, M. (2020). Algorithm for extracting initial and terminal contact timings during treadmill running using inertial sensors [Paper presentation]. Biosignals 2020, La Valette, Malta.

Gillain, S., Boutaayamou, M., Schwartz, C., BRUYERE, O., Bruls, O., CROISIER, J.-L., SALMON, E., Reginster, J.-Y., GARRAUX, G., & PETERMANS, J. (October 2019). Using supervised learning machine algorithm to identify future fallers based on gait patterns: a two-year longitudinal study [Poster presentation]. XXIIèmes Journées d'Automne de la SBGG, LIEGE, Belgium.

Gillain, S., Boutaayamou, M., Schwartz, C., Dardenne, N., BRUYERE, O., Bruls, O., Croisier, J.-L., SALMON, E., Reginster, J.-Y., GARRAUX, G., & Petermans, J. (October 2019). Identify future fallers based on gait symmetry dual task changes: a two-year longitudinal study [Poster presentation]. 22èmes Journées d'Automne de la SBGG, LIEGE, Belgium.

GILLAIN, S., Boutaayamou, M., Schwartz, C., WOJTASIK, V., CHRISTELBACH, S., Dardenne, N., Bruls, O., Bruyère, O., Reginster, J.-Y., CROISIER, J.-L., GARRAUX, G., & PETERMANS, J. (June 2018). Dépister les sujets à risque de chute parmi nos aînés robutes: intérêt de la marche rapide [Poster presentation]. Congrès de la CIFGG, Montreux, Switzerland.

Boutaayamou, M., Bruls, O., Denoël, V., Forthomme, B., Croisier, J.-L., Verly, J., Garraux, G., & Schwartz, C. (30 November 2017). A gait cycle partitioning method using a foot-worn accelerometer system [Paper presentation]. IEEE EMBS Benelux Chapter & 16th National Day on Biomedical Engineering, Brussels, Belgium.

Boutaayamou, M., Demonceau, M., Bruls, O., Verly, J., & Garraux, G. (21 June 2016). Analysis of temporal gait features extracted from accelerometer-based signals during ambulatory walking in Parkinson’s disease [Poster presentation]. The MDS 20th International Congress of Parkinson's Disease and Movement Disorders, Berlin., Germany.

Boutaayamou, M., Bruls, O., Verly, J., & Garraux, G. (30 January 2016). Development and validation of an accelerometer-based method for quantifying gait events [Paper presentation]. International Congress of Physiotherapy 2016 - Biomedical Engineering & Physiotherapy: from Research to Clinical Practice, Brussels, Belgium.

GILLAIN, S., WOJTASIK, V., DEPIERREUX, F., Schwartz, C., Boutaayamou, M., Demonceau, M., SCHMITZ, X., Dardenne, N., Bruyère, O., Garraux, G., & PETERMANS, J. (September 2015). PHYSICAL AND MENTAL DETERMINANTS OF FALLS IN HEALTHY OLD PEOPLE: BASELINE DATE OF THE GABI STUDY [Poster presentation]. 11E Congrès de l'EUGMS.

GILLAIN, S., WOJTASIK, V., DEPIERREUX, F., Schwartz, C., Boutaayamou, M., DEMONCEAU, M., SCHMITZ, X., Dardenne, N., Bruyère, O., GARRAUX, G., & PETERMANS, J. (September 2015). Baseline characteristics of a two-year prospective study aiming to link clinical components, cognitive and gait performances in healthy old people : the GABY Study [Poster presentation]. 11th International Congress of the European Union Geriatric Medicine Society, Oslo, Norway.

Boutaayamou, M., Schwartz, C., Stamatakis, J., Denoël, V., Maquet, D., Forthomme, B., Croisier, J.-L., Macq, B., Verly, J., Garraux, G., & Bruls, O. (June 2013). Validation of an accelerometer-based approach to quantify gait events [Poster presentation]. Biomedica 2013 - The european life sciences summit.

Boutaayamou, M., Vazquez Sabariego, R., & Dular, P. (18 March 2008). A Perturbation Finite Element Technique for Modeling Electrostatic MEMS [Poster presentation]. MEMS and Nanotechnology through Science and Applications - Scientific Day of NanoWal, Louvain-la-Neuve, Belgium.

Boutaayamou, M., Vazquez Sabariego, R., & Dular, P. (11 May 2007). A perturbation method for the 3D Finite Element Modeling [Poster presentation]. GraSMech Poster Day, Louvain-la-Neuve, Belgium.