Picture of Neila Mezghani

Teaching

Publications & Presentations

This section shows the documents (if any) that are available in R-libre, TELUQ's open access research publication repository.

Journal articles (refereed)

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

Phan, Philippe; Ouellet, Jean; Mezghani, Neila; De Guise, Jacques A., & Labelle, Hubert (2015). A rule-based algorithm can output valid surgical strategies in the treatment of AIS. European Spine Journal, 24 (7), 1370-1381. https://doi.org/10.1007/s00586-014-3736-6

Mezghani, Neila; Fuentes, Alexandre; Gaudreault, Nathaly; Mitiche, Amar; Aissaoui, Rachid; Hagemeister, Nicola, & De Guise, Jacques A. (2013). Identification of knee frontal plane kinematic patterns in normal gait by principal component analysis. Journal of Mechanics in Medicine and Biology, 13 (3), 284-291. https://doi.org/10.1142/S0219519413500267

Mezghani, Neila; Phan, Philippe; Mitiche, Amar; Labelle, Hubert, & De Guise, Jacques A. (2012). A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification. International Journal of Computer Assisted Radiology and Surgery, 7 (2), 257-264. https://doi.org/10.1007/s11548-011-0667-0

Mezghani, Neila; Mitiche, Amar, & Cheriet, Mohamed (2012). Maximum entropy Gibbs density modeling for pattern classification. Entropy, 14, 2478-2491. https://doi.org/10.3390/e14122478

Gaudreault, Nathaly; Fuentes, Alexandre; Mezghani, Neila; Gauthier, Virginie O., & Turcot, Katia (2013). Relationship between knee walking kinematics and muscle flexibility in runners. Journal of sport rehabilitation, 22 (4), 279-287. https://doi.org/10.1123/jsr.22.4.279

Labbé, David R.; De Guise, Jacques A.; Mezghani, Neila; Godbout, Véronique; Grimard, Guy; Baillargeon, David; Lavigne, Patrick; Fernandes, Julio; Ranger, Pierre, & Hagemeister, Nicola (2010). Feature selection using a principal component analysis of the kinematics of the pivot shift phenomenon. Journal of Biomechanics, 43 (16), 3080-3084. https://doi.org/10.1016/j.jbiomech.2010.08.011

Phan, Philippe; Mezghani, Neila; Wai, Eugene K.; De Guise, Jacques A., & Labelle, Hubert (2013). Artificial neural networks assessing adolescent idiopathic scoliosis : comparison with Lenke classification. Spine Journal, 13 (11), 1527-1533. https://doi.org/10.1016/j.spinee.2013.07.449

Gaudreault, Nathaly; Mezghani, Neila; Turcot, Katia; Hagemeister, Nicola; Boivin, Karine, & De Guise, Jacques A. (2011). Effects of physiotherapy treatment on knee osteoarthritis gait data using principal component analysis. Clinical Biomechanics, 26 (3), 284-291. https://doi.org/10.1016/j.clinbiomech.2010.10.004

Labbé, David R.; De Guise, Jacques A.; Mezghani, Neila; Godbout, Véronique; Grimard, Guy; Baillargeon, David; Lavigne, Patrick; Fernandes, Julio; Ranger, Pierre, & Hagemeister, Nicola (2011). Objective grading of the pivot shift phenomenon using a support vector machine approach. Journal of Biomechanics, 44 (1), 1-5. https://doi.org/10.1016/j.jbiomech.2010.08.012

Mezghani, Neila; Mitiche, Amar, & Cheriet, Mohamed (2008). Bayes classification of online Arabic characters by Gibbs modelling of class conditional densities. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30 (7), 1121-1131. https://doi.org/10.1109/TPAMI.2007.70753

Mezghani, Neila; Gaudreault, Nathaly; Mitiche, Amar; Ayoubian, Leyla; Ouakrim, Youssef; Hagemeister, Nicola, & De Guise, Jacques A. (2015). Kinematic gait analysis of workers exposed to knee straining postures by Bayes decision rule. Artificial Intelligence Research, 4 (2), 106-111.

Papers in Conference Proceedings (refereed)

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 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 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 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 The 26th annual meeting of the American Academy of Orthopaedic Surgeons (AAOS).

Mezghani, Neila; Ouakrim, Youssef; Md Rabaul, Islam; Rami, Yard, & Abdulrazak, Bessam (In Press). Context aware adaptable approach for fall detection bases on Smart textile. In International Conference on Biomedical and Health Informatics (BHI). IEEE Engineering in Medicine and Biology Society (EMBS).

Mezghani, Neila; Dunbar, Michael; Ouakrim, Youssef; Fuentes, Alexandre; Mitiche, Amar; Whynot, Sarah, & Richardson, Glen (In Press). 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. IEEE.

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). 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.

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.

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

Benmakrelouf, Souhila; Mezghani, Neila, & Kara, Nadjia (2015). Towards the Identification of Players’ Profiles Using Game’s Data Analysis Based on Regression Model and Clustering. In Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (p. 1403-1410). ACM. ISBN 978-1-4503-3854-7 https://doi.org/10.1145/2808797.2809429

Gouin-Vallerand, Charles, & Mezghani, Neila (2014). An Analysis of the Transitions between Mobile Application Usages based on Markov Chains. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp'14) (p. 373-378). New York, NY, USA : ACM. https://doi.org/10.1145/2638728.2641700

Mezghani, Neila; Toumi, Mohamed; Fuentes, Alexandre; Mitiche, Amar; Hagemeister, Nicola, & De Guise, Jacques A. (2014). Knee kinematic signals clustering for the Identification of sagittal and transverse gait patterns. In Proceedings of the International conference on Computing Technology and Information Management (p. 249-253). Dubai : SDIWC Digital Library. ISBN 978-0-9891305-5-4

Mezghani, Neila; Gaudreault, Nathaly; Ayoubian, Leyla; Fuentes, Alexandre; Mitiche, Amar; Hagemeister, Nicola, & De Guise, Jacques A. (2013). Identification des patrons de la cinématique du genou par une analyse en composantes principales. In Actes de la conférence en Traitement et l'analyse de l’information (TAIMA). Hammamet, Tunisie.

Habli, Amine; Mezghani, Neila; Fuentes, Alexandre, & Benazza, Amel (2013). Classification de pathologies du genou en se basant sur la carte de douleur ePKPM. In Actes de la conférence en Traitement et l'analyse de l’information (TAIMA). Tunisie.

Mezghani, Neila; Phan, Philippe; Mitiche, Amar; Labelle, Hubert, & De Guise, Jacques A. (2010). A computer-aided method for scoliosis fusion level selection by a topologically ordered self organizing Kohonen network. In Proceedings of the 20th IEEE International Conference on Pattern Recognition (ICPR) (p. 4012-4015). IEEE. https://doi.org/10.1109/ICPR.2010.976

Blouin, Joanie; Mezghani, Neila; Cooke, T; Brean, M, & Fuentes, Alexandre (2014). Correlation between knee 3D kinematic parameters during gait and patellofemoral osteoarthritis radiographic grading scale. Abstract published in Osteoarthritis and Cartilage, 22, S97-S98.

Vallières, Évelyne F.; Ruer, Perrine; Bergeron, Jacques; McDuff, Pierre; Gouin-Vallerand, Charles; Ait-Seddik, Karim, & Mezghani, Neila (2015). Perceived fatigue among aging drivers : an examination of the impact of age and duration of driving time on a simulator. In Proceedings of SOCIOINT15- 2nd International Conference on Education, Social Sciences and Humanities (p. 314-320). ISBN 978-605-64453-3-0