Neila Mezghani

Pathammavong, Aruny; Labbé, David R.; Mezghani, Neila, & Duong, Luc (2024). Estimating Spinal Position in 3D Using a Connected Garment to Assess Bracing Fit for Adolescent Idiopathic Scoliosis. Paper published in 3DBODY.TECH Journal, 1. https://doi.org/10.15221/24.22

Belhaj Messaoud, Ines; Ben Cheikh, Elyes; Chiboub, Assaad; Loulou, Karim; Ouakrim, Youssef; Ben Jebara, Sofia; Dixon, Philippe C., & Mezghani, Neila (2023). Machine Learning based Approaches for Cough Detection From Acceleration. In IEEE 22th International Conference on Cyberworlds (CW2023). Sousse, Tunisia. https://doi.org/10.1109/CW58918.2023.00056

Benamor, J.; Mezghani, Najla; Palma, D.; Bettayb, A.; Mezghani, Neila; Geoffriau, E.; Simon, P.W.; Sestili, S., & Tarchoun, N. (2023). Unlocking the genetic diversity in Tunisian carrot (Daucus carota subsp. sativus) using phenotypic and molecular markers. In ISHS Acta Horticulturae 1393: III International Symposium on Carrot and Other Apiaceae (p. 231-238). York, United Kingdom. https://doi.org/10.17660/ActaHortic.2024.1393.30

Mezghani, Najla; Amor, J.B.; Simon, P.W.; Mezghani, Neila; Khoury, C.K.; Carver, D., & Tarchoun, N. (2023). Carrot wild relatives in Tunisia: genetic diversity and potential for climate change adaptation. In ISHS Acta Horticulturae 1393: III International Symposium on Carrot and Other Apiaceae (p. 313-319). York, United Kingdom. https://doi.org/10.17660/ActaHortic.2024.1393.40

Coulombe, Audrey; Guérineau, Julia, & Mezghani, Neila (2023). Smart apparel design for urinary incontinence detection. In IOP Conf. Series: Materials Science and Engineering; 8th International Conference on Intelligent Textiles & Mass Customisation, vol. 1266, no 1 (p. 012007). IOP Publishing. https://doi.org/10.1088/1757-899X/1266/1/012007

Hagemeister, Nicola; Zeni Jr., Joseph; Cagnin, Alix; Crescenzo, Shawna, & Mezghani, Neila (2022). Knee kinesiography exam: literature review of an innovative dynamic assessment of knee dysfunctions, towards functional imaging. In Proc. SPIE 12036, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging (p. 120361G). SPIE - International Society for Optics and Photonics. https://doi.org/10.1117/12.2610767

Jemal, Imene; Mitiche, Amar; Abou-Abbas, Lina; Henni, Khadidja, & Mezghani, Neila (2021). An effective deep neural network architecture for cross-subject epileptic seizure detection in EEG data. In Proceedings of CECNet 2021: The 11th International Conference on Electronics, Communications and Networks (CECNet). IOS Press. https://doi.org/10.3233/FAIA210389

Abou-Abbas, Lina; Jemal, Imene; Henni, Khadidja; Mitiche, Amar, & Mezghani, Neila (2021). Focal and generalized seizures distinction by rebalancing class data and random forest classification. In Bioengineering and Biomedical Signal and Image Processing, vol. 12940 (p. 63-70). Springer. ISBN 978-3-030-88163-4 https://doi.org/10.1007/978-3-030-88163-4_6

Ben Nasr, Mohamed Chiheb; Ben Jebara, Sofia; Otis, Samuel; Abdulrazak, Bessam, & Mezghani, Neila (2020). Respiratory activity classification based on ballistocardiogram analysis. In The Impact of Digital Technologies on Public Health in Developed and Developing Countries, vol. 12157 (p. 79-88). Springer. ISBN 978-3-030-51517-1 https://doi.org/10.1007/978-3-030-51517-1_7

Cagnin, Alix; Choinière, Manon; Bureau, Nathalie J.; Durand, Madelaine; Mezghani, Neila; Gaudreault, Nathaly, & Hagemeister, Nicola (2020). Impact of a personalized care approach on 3D gait impairments in knee osteoarthritis patients (a cluster randomized controlled trial). Paper published in Osteoarthritis and Cartilage, 28, S25.

Chaari, Mariem; Abid, Mariem; Ouakrim, Youssef; Lahami, M, & Mezghani, Neila (2020). A Mobile Application for Physical Activity Recognition using Acceleration Data from Wearable Sensors for Cardiac Rehabilitation. In Proceedings of the 13th International Conference on Health Informatics (p. 1-8). Valletta, Malta. https://doi.org/10.5220/0009118706250632

Mezghani, M; Hagemeister, Nicola; Kouki, M; Ouakrim, Youssef; Fuentes, Alexandre, & Mezghani, Neila (2020). Prediction of the Impact of Physical Exercise on Knee Osteoarthritis Patients using Kinematic Signal Analysis and Decision Trees. In Proceedings of BIOSIGNALS 2020 : 13th International Conference on Bio-inspired Systems and Signal Processing (p. 1-6). Valletta, Malta.

Cherif, Nour H; Ouakrim, Youssef; Benazza-Benyahia, Amel, & Mezghani, Neila (2018). Physical activity classification using a smart textile. In Proceedings of the The Second Annual IEEE Life Sciences Conference (LSC) 2018 (p. 175-178). IEEE. ISBN 978-1-5386-6709-5 https://doi.org/10.1109/LSC.2018.8572280

Otis, Samuel; Mezghani, Neila, & Abdulrazak, Bessam (2018). Comparative Study of Heart Rate Extraction Methods for a Novel Intelligent Mattress. In Proceedings of the 9th International Symposium on Signal, Image, Video and Communications (ISIVC 2018) (p. 93-98). IEEE. ISBN 978-1-5386-8173-2 https://doi.org/10.1109/ISIVC.2018.8709083

Saidani, Salma; Haddad, Rym; Mezghani, Neila, & Bouallegue, Ridha (2018). A survey on smart shoe insole systems. In Proceedings of the 2018 International Conference on Smart Communications and Networking (SmartNets) (p. 1-6). IEEE. ISBN 978-1-5386-9202-8 https://doi.org/10.1109/SMARTNETS.2018.8707391

Tlili, Ferdews; Haddad, Rim; Ouakrim, Youssef; Bouallegue, Ridha, & Mezghani, Neila (2018). A Survey on sitting posture monitoring systems. In Proceedings of the 9th International Symposium on Signal, Image, Video and Communications (ISIVC 2018) (p. 185-190). IEEE. ISBN 978-1-5386-8173-2 https://doi.org/10.1109/ISIVC.2018.8709239

Tlili, Ferdews; Haddad, Rim; Ouakrim, Youssef; Bouallegue, Ridha, & Mezghani, Neila (2018). A Review on posture monitoring systems. In Proceedings of the 2018 International Conference on Smart Communications and Networking (SmartNets) (p. 1-6). IEEE. ISBN 978-1-5386-9202-8 https://doi.org/10.1109/SMARTNETS.2018.8707392

Zgolli, Fatma; Henni, Khadidja; Haddad, Rim; Mitiche, Amar; Ouakrim, Youssef; Hagemeister, Nicola; Venditolli, Pascal-André; Fuentes, Alexandre, & Mezghani, Neila (2018). Kinematic data clustering for healthy knee gait characterization. In Proceedings of the Second Annual IEEE Life Sciences Conference (LSC 2018) (p. 239-242). IEEE. ISBN 978-1-5386-6709-5 https://doi.org/10.1109/LSC.2018.8572119

Elforaici, Mohamed El Amine; Chaaraoui, Ismail; Bouachir, Wassim; Ouakrim, Youssef, & Mezghani, Neila (2018). Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches. In IEEE Life Sciences Conference (LSC) (p. 69-72). Montreal, Canada : IEEE. https://doi.org/10.1109/LSC.2018.8572079

Riahi, Dorra; Bouachir, Wassim; Ouakrim, Youssef, & Mezghani, Neila (2018). Depth imaging system for human posture recognition. In IEEE Middle East Conference on Biomedical Engineering (MECBME 2018) (p. 177-181). IEEE. https://doi.org/10.1109/MECBME.2018.8402429

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 (2018). 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

Henni, Khadidja; Mezghani, Neila; Gouin-Vallerand, Charles; Ruer, Perrine, & Vallières, Évelyne F. (2018). Driving Fatigue Characterization using Feature Ranking. In 9th International Symposium on Signal, Image, Video and Communications (ISIVC) (p. 209-214). IEEE. ISBN 978-1-5386-8174-9 https://doi.org/10.1109/ISIVC.2018.8709179

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). 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