NOS PUBLICATIONS

Publications de recherche des membres de l’équipe.

Lalauze, R., Jouen, F. (2024). Approche biométrique : croissance faciale de l’enfant de moins de 7 ans, par le traitement d’image. Revue d'Orthopédie Dento-Faciale 2024 - Vol. 58 - 2 , 155-163.

S. Diop, N. Essid, F. Jouen, J. Bergounioux and I. Trabelsi (2024). "Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, doi: 10.1109/TNSRE.2024.3472088.

Trabelsi, I., Hérault, R., Baillet, H., Thouvarecq, R., Seifert, L., & Gasso, G. (2025). Postural regulation and signal segmentation using clustering with TV regularization approach. Biomedical Signal Processing and Control, 99, 106808.

Taleb, A., Rambaud, P., Diop, S., Fauches, R., Tomasik, J., Jouen, F., & Bergounioux, J. (2024), Spinal Muscular Atrophy Hypotonia Detection Using Computer Vision and Artificial Intelligence. JAMA pediatrics, 178(5), 500-502.

Taleb, A., Diop, S., Rambaud, P., Bakayoko, A., Benezit, A., Fauches, R., Jouen, F., Bergounioux, J. (2023) , Improve pose estimation model performance with unlabeled data,  The 9th International Conference on Health Informatics & Medical Systems. HIMS'23: July 24-27, 2023; Las Vegas, USA.

Rambaud, P., Taleb A., Fauches R, Rimmel A., Tomasik J., and Bergounioux J. (2023), Binary classification vs. anomaly detection on imbalanced tabular medical datasets, In 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), pp. 01-05. IEEE.

Keita, S., Diop, S., Lekiashvilli, S., Chabanne, E., Nelson, E., Strullu, M., Arfeuille, C., Guimiot, F., Domet, T., Duchez, S., Evrard, B., Darde, T., Larghero, J., Verhoeyen, E., Cumano, A. Macintyre, E.A., Jouen, F., Goodhardt, M., Garrick, D., Chalmel, F. Hussen, K.A., Canque, B. (2022). A Biological Clock Controlling Ontogeny-Related Changes in Human Lymphopoiesis. Cell Reports, 42, 112618. https://doi.org/10.1016/j.celrep.2023.112618

Diop, S., Seydou, K., Hussen, K.A., Canque, B., Jouen, F. (2021). Gaussian Mixture Model and Linear-Discriminant-Analysis for clustering complex biological data. First French Regional Conference on Complex Systems, Dijon, 26-28 mai 2021.

Cathelain, G., Bergounioux, J. Jouen, F. (2020). Bedding waveguide for smartphone-based ballistocardiography. IEEE International Symposium on Medical Measurements and Applications (MeMeA), Italy, 2020.

Cathelain, G., Perrier, A., Folliot, L., Le Gloanec, C., Rarrbo, M., Jouen, F., ... & Bergounioux, J. (2022). Bench testing of tracheostomy tube-related insults using an instrumented manikin. European Archives of Oto-Rhino-Laryngology, 1-7.

Cathelain, G., Rivet, B. Achard, S., Bergounioux, J, Jouen, F. (2019). Dynamic Time Warping for Heartbeat Detection in Ballistocardiography. Computing in Cardiology (CinC). Singapore, 8-11 September 2019.1-4.

Cathelain, G., Rivet, B., Achard, S. Bergounioux, J., Jouen, F. (2020). U-Net Neural Network for Heartbeat Detection in Ballistocardiography. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Canada.

Lalauze-Pol, R. & Jouen, F. (2020). Facial Growth in Children from 1 Month to 7 Years: A Biometric Approach by Image Processing. Journal of Pediatrics, 2020. 1:105.