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Canada research chair in biomedical data-mining

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Number of items at this level: 31.

Journal Articles

Abid, Mariem; Mezghani, Neila, & Mitiche, Amar (2019). Knee Joint Biomechanical Gait Data Classification for Knee Pathology Assessment : A Literature Review. Applied Bionics and Biomechanics, 2019, ID 747203. https://doi.org/10.1155/2019/7472039

Ben Nouma, Badreddine; Mitiche, Amar, & Mezghani, Neila (2019). A Sample-Encoding Generalization of the Kohonen Associative Memory and Application to Knee Kinematic Data Representation and Pathology Classification. Applied Sciences, 9 (9), Article 1741. https://doi.org/10.3390/app9091741

Bensalma, Fatima; Mezghani, Neila; Ouakrim, Youssef; Fuentes, Alexandre; Choinière, Manon; J. Bureau, Nathalie; Durand, Madelaine, & Hagemeister, Nicola (2019). A multivariate relationship between the kinematic and clinical parameters of knee osteoarthritis population. BioMedical Engineering OnLine, 18 (1), Article 58. https://doi.org/10.1186/s12938-019-0676-8

Ben Nouma, Badreddine; Mitiche, Amar; Ouakrim, Youssef, & Mezghani, Neila (2018). Knee kinematic curve representation and application to knee pathology classification. Journal of Biomedical Engineering and Informatics, 4 (1), 32-39. doi: 10.5430/jbei.v4n1p32

Henni, Khadidja; Mezghani, Neila, & Gouin-Vallerand, Charles (2018). Unsupervised graph-based feature selection via subspace and pagerank centrality. Expert Systems with Applications, 114, 46-53. doi: 10.1016/j.eswa.2018.07.029

Henni, Khadidja; Mezghani, Neila; Gouin-Vallerand, Charles; Ruer, Perrine; Ouakrim, Youssef, & Vallières, Évelyne F. (2018). Feature selection for driving fatigue characterization and detection using visual- and signal-based sensors. Applied Informatics, 5 (7), 1-15. https://doi.org/10.1186/s40535‑018‑0054‑9

Mezghani, Neila; Mechmeche, Imene; Mitiche, Amar; Ouakrim, Youssef, & De Guise, Jacques A. (2018). An analysis of 3D knee kinematic data complexity in knee osteoarthritis and asymptomatic controls. PLoS ONE, 13 (10), e0202348. https://doi.org/10.1371/journal.pone.0202348

Mezghani, Neila; Billard, Delphine; Ouakrim, Youssef; Fuentes, Alexandre; Hagemeister, Nicola, & De Guise, Jacques A. (2017). Biomechanical analysis to characterize the impact of knee osteoarthritis on hip, knee, and ankle kinematics. Journal of Biomedical Engineering and Informatics, 3 (2), 36-42. https://doi.org/10.5430/jbei.v3n2p36

Mezghani, Najla; Ben Amor, Jihene; Spooner, David M.; Simon, Philip W.; Mezghani, Neila; Boubaker, Hiba; Namji, M'rad A.; Rouz, Slim; Hannachi, Cherif; Neffati, Mohamed, & Tarchoun, Neji (2017). Multivariate analysis of morphological diversityamong closely related Daucus species and subspecies in Tunisia. Genetic Resources and Crop Evolution. https://doi.org/10.1007/s10722-017-0505-5

Mezghani, Neila; Ouakrim, Youssef; Fuentes, Alexandre; Mitiche, Amar; Hagemeister, Nicola; Venditolli, Pascal, & De Guise, Jacques A. (2017). Mechanical biomarkers of medial compartment knee osteoarthritis diagnosis and severity grading: Discovery phase. Journal of Biomechanics, 52, 106-112. https://doi.org/10.1016/j.jbiomech.2016.12.022

Ayoubian, Leyla; Fuentes, Alexandre; De Guise, Jacques A.; Grimard, Guy, & Mezghani, Neila (2016). 3D knee kinematics variability pre-operation versus post-operation in adolescence with Anterior Cruciate Ligament injury using functional principle component analysis. Internal Medicine Review, 2 (11). https://doi.org/10.18103/imr.v2i11.222

Papers in Conference Proceedings

Elforaici, Mohamed El Amine; Chaaraoui, Ismail; Bouachir, Wassim; Ouakrim, Youssef, & Mezghani, Neila (In Press). Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches. In IEEE Life Sciences Conference (LSC). Montreal, Canada : IEEE.

Riahi, Dorra; Bouachir, Wassim; Ouakrim, Youssef, & Mezghani, Neila (In Press). Depth imaging system for human posture recognition. In IEEE Middle East Conference on Biomedical Engineering (MECBME 2018). IEEE.

Ben Arous, Mohamed Amine; Dunbar, Mickel; Arfaoui, Shaima; Mitiche, Amar; Ouakrim, Youssef; Fuentes, Alexandre; Richardson, Glen, & Mezghani, Neila (2018). Knee Kinematics Feature Selection for Surgical and Nonsurgical Arthroplasty Candidate Characterization. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), vol. 4 (p. 176-181). SCITEPRESS. ISBN 978-989-758-279-0

Cherif, Nour H; Mezghani, Neila; Gaudreault, Nathaly; Ouakrim, Youssef; Mouzoune, Imane, & Boulay, Pierre (2018). Physiological data validation of the hexoskin smart textile. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), vol. 1 (p. 150-156). SCITEPRESS. ISBN 978-989-758-277-6

Ben Nouma, Badreddine; Mezghani, Neila; Mitiche, Amar, & Ouakrim, Youssef (In Press). A variational method to determine the most representative shape of a set of curves and its application to knee kinematic data for pathology classification. In Proceedings of the second Mediterranean Conference on Pattern Recognition and Artificial Intelligence (MEDPRAI 2018). New York, USA : Association for Computing Machinery, coll. « ACM International Conference Proceedings Series ». ISBN 978-1-4503-5290-1 https://doi.org/10.1145/3177148.3180095

Charbonneau, Philippe; Dallaire-Côté, Mikael; Saint-Pierre Côté, Sara; Labbé, David R.; Mezghani, Neila; Shahnewaz, Sharif; Arafat, Imtiaz; Irfan, Tanvir; Samaraweera, Gayani, & Quarles, John (2017). Gaitzilla: Exploring the effect of embodying a giant monster on lower limb kinematics and time perception. In Proceedings of the International Conference on Virtual Rehabilitation (ICVR) 2017. Montreal, Canada. ISBN 978-1-5090-3053-8

Saint-Pierre Côté, Sara; Charbonneau, Philippe; Aissaoui, Rachid; Nadeau, Sylvie; Duclos, Carl; Mezghani, Neila, & Labbé, David R. (2017). Effect of local modulation of a real-time self-avatar on 3D gait kinematics during natural walking on a treadmill. In Proceedings of the International Conference on Virtual Rehabilitation (ICVR) 2017. Montréal, Canada. ISBN 978-1-5090-3053-8

Mezghani, Neila; Ouakrim, Youssef; Fuentes, Alexandre; Mitiche, Amar; Venditolli, Pascal-André; Hagemeister, Nicola, & De Guise, Jacques A. (2017). Burden of disease mechanical biomarkers of knee osteoarthritis. In Actes de la 35e journée de la recherche du POES et de la division d'orthopédie de l'université de Montréal. Montréal, Canada.

Dunbar, Michael; Mezghani, Neila; Ouakrim, Youssef; Fuentes, Alexandre; Macdonald, Hilary Susan; Whynot, Sarah, & Richardson, Glen (2017). Objective knee functional assessment to document appropriateness for total knee arthroplasty. In Proceedings of the 26th annual meeting of the American Academy of Orthopaedic Surgeons (AAOS).

Mezghani, Neila; Ouakrim, Youssef; Islam, Md Rabaul; Yared, Rami, & Abdulrazak, Bessam (2017). Context aware adaptable approach for fall detection bases on Smart textile. In 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) (p. 473 - 476). New Jersey, États-Unis : IEEE Engineering in Medicine and Biology Society (EMBS). ISBN 978-1-5090-4179-4 https://doi.org/10.1109/BHI.2017.7897308

Mezghani, Neila; Dunbar, Michael; Ouakrim, Youssef; Fuentes, Alexandre; Mitiche, Amar; Whynot, Sarah, & Richardson, Glen (2016). Biomechanical signal classification of surgical and non-surgical candidates for knee arthroplasty. In Proceedings of the 8th International Symposium on Signal, Image, Video and Communications (ISIVC). IEEE. https://doi.org/10.1109/ISIVC.2016.7894002

Mechmeche, Imen; Mitiche, Amar; Ouakrim, Youssef; De Guise, Jacques A., & Mezghani, Neila (2016). Data correction to determine a representative pattern of a set of 3D knee kinematic measurements. In Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE.

Coulombe, Claude; Paquette, Gilbert, & Mezghani, Neila (2016). Improving MOOCs’ Perseverance and Completion Rates 
Using Best Practice Design Principles. In Proceedings of the 14th International Conference on Education and Information Systems, Technologies and Applications (EISTA 2016).

Ben Nouma, Badreddine; Mezghani, Neila; Ouakrim, Youssef, & Mitiche, Amar (2016). Estimation de la cinématique tridimensionnelle du genou basée sur l’optimisation par essaim de particules. In Actes de la Journée scientifique du LICEF. Modélisation d'environnements fonctionnels (p. 10-13). Montréal, Canada : TÉLUQ.

Mechmeche, Imen; Mitiche, Amar; Ouakrim, Youssef; De Guise, Jacques A., & Mezghani, Neila (2016). Analyse de complexité des données cinématiques tridimensionnelles du genou. In Actes de la Journée scientifique du LICEF. Modélisation d'environnements fonctionnels (p. 66-70). Montréal, Canada : TÉLUQ.

Mechmeche, Imen; Mitiche, Amar; Ouakrim, Youssef; De Guise, Jacques A., & Mezghani, Neila (2016). Détermination d’un patron représentatif de la cinématique 3D du genou à l’aide d’une analyse fonctionnelle des données. In Actes de la Journée scientifique du LICEF. Modélisation d'environnements fonctionnels (p. 61-65). Montréal, Canada : TÉLUQ.

Mezghani, Neila; Ouakrim, Youssef; Fuentes, Alexandre; Mitiche, Amar; Hagemeister, Nicola; Venditolli, Pascal, & De Guise, Jacques A. (2016). Severity grading mechanical biomarkers of knee osteoarthritis. Abstract published in Osteoarthritis and Cartilage, 24, S125-S126. https://doi.org/10.1016/j.joca.2016.01.246

Conference papers (unpublished)

Bensalma, Fatima; Dunbar, Michael; Whynot, Sarah; Fuentes, Alexandre; Macdonald, Hilary Susan; Ouakrim, Youssef; Richardson, Glen, & Mezghani, Neila (Aug 2018). Correlations between kinematics and clinical measures in end-staged knee osteoarthritis patients. Poster presented at the 20th biennial meeting of the Canadian Society for Biomechanics (CSB 2018), Halifax, Nova Scotia.

Ouakrim, Youssef; Dunbar, Michael; Fuentes, Alexandre; Whynot, Sarah; Macdonald, Hilary Susan; Richardson, Glen, & Mezghani, Neila (Aug 2018). Classification tool identifying knee arthroplasty candidates based on kinematic data and gender. Poster presented at the 20th biennial meeting of the Canadian Society for Biomechanics (CSB 2018), Halifax, Nova Scotia.

Bascans, Clarisse; Mezghani, Neila; Tétreault, Patrice; Skalli, Wafa, & Hagemeister, Nicola (Jan 2018). Scapula morphological parameters and MRI findings to explain variability of the constant score of patients with a supraspinatus tear. Paper presented at the 28th Congress of the European Society for Surgery of the Shoulder and the Elbow (SECEC-ESSSE), Genève, Suisse.

This list was generated on Mon May 20 01:02:53 2019 EDT.