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)

Jemal, Imene; Abou-Abbas, Lina; Henni, Khadidja; Mitiche, Amar, & Mezghani, Neila (2024). Domain adaptation for EEG-based, cross-subject epileptic seizure prediction. Frontiers in Neuroinformatics, 18, 1303380. https://doi.org/10.3389/fninf.2024.1303380

Hatrisse, Chloé; Macaire, Claire; Hebert, Camille; Hanne-Poujade, Sandrine; De Azevedo, Emeline; Audigié, Fabrice; Ben Mansour, Khalil; Marin, Frederic; Martin, Pauline; Mezghani, Neila; Chateau, Henry, & Chèze, Laurence (2023). A Method for Quantifying Back Flexion/Extension from Three Inertial Measurement Units Mounted on a Horse’sWithers, Thoracolumbar Region, and Pelvis. Sensors, 23 (9625). https://doi.org/10.3390/s23249625

Ben Arous, Myriam; Haddar, Ines; Truong, Alex; Ayena, C. Johannes; Ouakrim, Youssef; El Kamel, Leila; Chikhaoui, Belkacem, & Mezghani, Neila (2023). Non-invasive wearable devices for urinary incontinence detection—a mini review. Frontiers in Sensors, 4, 1279158. https://doi.org/10.3389/fsens.2023.1279158

Abou-Abbas, Lina; Henni, Khadidja; Jemal, Imene; Mitiche, Amar, & Mezghani, Neila (2023). Patient-independent epileptic seizure detection by stable feature selection. Expert Systems with Applications, 232, 120585. https://doi.org/10.1016/j.eswa.2023.120585

Cagnin, Alix; Choinière, Manon; Bureau, Nathalie J.; Durand, Madelaine; Mezghani, Neila; Gaudreault, Nathaly, & Hagemeister, Nicola (2023). Targeted exercises can improve biomechanical markers in individuals with knee osteoarthritis: A secondary analysis from a cluster randomized controlled trial. The Knee, 40, 122-134. https://doi.org/10.1016/j.knee.2022.10.008

Abou-Abbas, Lina; Jemal, Imene; Henni, Khadidja; Ouakrim, Youssef; Mitiche, Amar, & Mezghani, Neila (2022). EEG oscillatory power and complexity for epileptic seizure detection. Applied Sciences, 12 (9), 4181. https://doi.org/10.3390/app12094181

Bensalma, Fatima; Hagemeister, Nicola; Cagnin, Alix; Ouakrim, Youssef; Bureau, Nathalie J.; Choinière, Manon, & Mezghani, Neila (2022). Biomechanical markers associations with pain, symptoms, and disability compared to radiographic severity in knee osteoarthritis patients: a secondary analysis from a cluster randomized controlled trial. BMC Musculoskeletal Disorders, 23 (896). https://doi.org/10.1186/s12891-022-05845-1

Bensalma, Fatima; Mezghani, Neila; Cagnin, Alix; Fuentes, Alexandre; Lenoir, Laurène, & Hagemeister, Nicola (2022). Multimodal data analysis of knee osteoarthritis assessment: factors selection for conservative care decision making. Computer Methods in Biomechanics and Biomedical Engineering. https://doi.org/10.1080/10255842.2022.2066973

Cagnin, Alix; Mezghani, Neila; Choinière, Manon; Bureau, Nathalie J., & Hagemeister, Nicola (2022). Home-based neuromuscular exercises can address biomechanical markers linked to knee osteoarthritis: A secondary analysis from a cluster randomized controlled trial. Osteoarthritis and Cartilage, 30, S136-S137. https://doi.org/10.1016/j.joca.2022.02.173

Hagemeister, Nicola; Lenoir, L.; Cagnin, Alix; Segal, N.A., & Mezghani, Neila (2022). Associations between biomechanical markers from a knee kinesiography exam and patient outcome measures: A comprehensive review. Osteoarthritis and Cartilage, 30, S135. https://doi.org/10.1016/j.joca.2022.02.171

Jemal, Imene; Mezghani, Neila; Abou-Abbas, Lina, & Mitiche, Amar (2022). An interpretable deep learning classifier for epileptic seizure prediction using EEG data. IEEE Access, 10, 60141 - 60150. https://doi.org/10.1109/ACCESS.2022.3176367

Mezghani, Neila; Soltana, Rayan; Ouakrim, Youssef; Cagnin, Alix; Fuentes, Alexandre; Hagemeister, Nicola, & Venditolli, Pascal-André (2022). Phenotypes In 3D knee kinematics of healthy individuals: Identification and characterization: 1160. Medicine & Science in Sports & Exercise, 54 (9S), 284. https://doi.org/10.1249/01.mss.0000878568.23911.d5

Abid, Mariem; Khabou, Amal; Ouakrim, Youssef; Watel, Hugo; Chemcki, Safouene; Mitiche, Amar; Benazza-Benyahia, Amel, & Mezghani, Neila (2021). Physical activity recognition based on a parallel approach for an ensemble of machine learning and deep learning classifiers. Sensors, 21 (14), 4713. https://doi.org/10.3390/s21144713

Ben Nasr, Mohamed Chiheb; Ben Jebara, Sofia; Otis, Samuel; Abdulrazak, Bessam, & Mezghani, Neila (2021). A spectral-based approach for BCG signal content classification. Sensors, 21 (3), 1020. https://doi.org/10.3390/s21031020

Bensalma, Fatima; Hagemeister, Nicola; Cagnin, Alix; Ouakrim, Youssef; Fuentes, Alexandre; Mezghani, Neila; Choinière, Manon; Bureau, Nathalie J.; Durand, Madelaine, & Gaudreault, Nathaly (2021). Musculoskeletal and biomechanical characteristics are better associated with knee clinical condition than radiographic severity in osteoarthritis patients. Osteoarthritis and Cartilage, 29, S265-S267. https://doi.org/10.1016/j.joca.2021.02.349

Chikh-Rouhou, Hela; Mezghani, Najla; Mnasri, Sameh; Mezghani, Neila, & Garcés-Claver, Ana (2021). Assessing the genetic diversity and population structure of a tunisian melon (Cucumis melo L.) collection using phenotypic traits and SSR molecular markers. Agronomy, 11 (6), 1121. https://doi.org/10.3390/agronomy11061121

Jemal, Imene; Mitiche, Amar, & Mezghani, Neila (2021). A study of EEG feature complexity in epileptic seizure prediction. Applied Sciences, 11 (4), 1579. https://doi.org/10.3390/app11041579

Mezghani, Marwa; Hagemeister, Nicola; Ouakrim, Youssef; Cagnin, Alix; Fuentes, Alexandre, & Mezghani, Neila (2021). 3D kinematics and decision trees to predict the impact of a physical exercise program on knee osteoarthritis patients. Applied Sciences, 11 (2), 834. https://doi.org/10.3390/app11020834

Mezghani, Neila; Soltana, Rayan; Ouakrim, Youssef; Cagnin, Alix; Fuentes, Alexandre; Hagemeister, Nicola, & Venditolli, Pascal-André (2021). Healthy knee kinematic phenotypes identification based on a clustering data analysis. Applied Sciences, 11 (24), 12054. https://doi.org/10.3390/app112412054

Tlili, Ferdews; Haddad, Rim; Bouallegue, Ridha, & Mezghani, Neila (2021). A real-time posture monitoring system towards bad posture detection. Wireless Personal Communications, 120, 1207-1227. https://doi.org/10.1007/s11277-021-08511-2

Benamor, Jihene; Mezghani, Najla; Periago, Maria J.; Navarro-Gonzalez, Immaculada; Elvira-Torales, Laura Inés; Mezghani, Neila; Ouakrim, Youssef, & Tarchoun, Neji (2020). Variations in the sugars and antioxidant compounds related to root colour in tunisian carrot (daucus carota subsp. sativus) landraces. Italian Journal of Food Science, 32 (3), 658-673.

Bensalma, Fatima; Richardson, Glen; Ouakrim, Youssef; Fuentes, Alexandre; Dunbar, Michael; Hagemeister, Nicola, & Mezghani, Neila (2020). A Combined Visualization Method for Multivariate Data Analysis. Application to Knee Kinematic and Clinical Parameters Relationships. Applied Sciences, 10 (5), 1762. https://doi.org/10.3390/app10051762

Henni, Khadidja; Mezghani, Neila, & Mitiche, Amar (2020). Cluster density properties define a graph for effective pattern feature selection. IEEE Access, 8, 62841-62854. https://doi.org/10.1109/ACCESS.2020.2981265

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

Ben Nouma, Badreddine; Mitiche, Amar; Ouakrim, Youssef, & Mezghani, Neila (2019). Pattern Classification by the Hotelling Statistic and Application to Knee Osteoarthritis Kinematic Signals. Machine Learning and Knowledge Extraction, 1 (3), 768–784. https://doi.org/10.3390/make1030045

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

Cagnin, Alix; Choinière, Manon; Bureau, Nathalie J.; Durand, Madelaine; Mezghani, Neila; Gaudreault, Nathaly, & Hagemeister, Nicola (2019). Effective conservative care targeting mechanical markers as risk factors for knee osteoarthritis progression: a cluster randomized controlled trial. Osteoarthritis and Cartilage, 27, S485. https://doi.org/10.1016/j.joca.2019.02.537

Cagnin, Alix; Choinière, Manon; Bureau, Nathalie J.; Durand, Madeleine; Mezghani, Neila; Gaudreault, Nathaly, & Hagemeister, Nicola (2019). A multi-arm cluster randomized clinical trial of the use of knee kinesiography in the management of osteoarthritis patients in a primary care setting. Postgraduate Medicine. https://doi.org/10.1080/00325481.2019.1665457

Clément, Julien; Blakeney, William; Hagemeister, Nicola; Desmeules, François; Mezghani, Neila; Lowry, Véronique, & Vendittoli, Pascal-André (2019). Hip-Knee-Ankle (HKA) angle modification during gait in healthy subjects. Gait and Posture, 72, 62-68. https://doi.org/10.1016/j.gaitpost.2019.05.025

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

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.

Book chapters

Abid, Mariem; Ouakrim, Youssef; Mitiche, Amar; Venditolli, Pascal-André; Hagemeister, Nicola, & Mezghani, Neila (2021). A comparative study of end-­to-­end discriminative deep learning models for knee joint kinematic time series classification. In Biomedical Signal Processing: Innovation and Applications (p. 33-61). Springer. ISBN 978-3-030-67494-6 https://doi.org/10.1007/978-3-030-67494-6_2

Otis, Samuel; Bessam, Abdulrazak; Ben Jebara, Sofia; Tournoux, François, & Mezghani, Neila (2019). Smart Mat for Respiratory Activity Detection: Study in a Clinical Setting. In Pagán, J.; Mokhtari, M.; Aloulou, H.; Abdulrazak, B., & Cabrera, M. (Ed.), How AI Impacts Urban Living and Public Health. ICOST 2019 (p. 61-72). Cham : Springer, coll. « Lecture Notes in Computer Science », vol. 11862. https://doi.org/10.1007/978-3-030-32785-9_6

Papers in conference proceedings (refereed)

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

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

Conference presentations (refereed)

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.