Publications

Peer-reviewed papers and preprints listed on Google Scholar. Duplicate Scholar records are consolidated below.

2026

I. Trabelsi, S. Diop, F. Jouen, and J. Bergounioux. “A Decade of Progress in Video-Based Infant Movement Assessment: A Comprehensive Survey of Methods, Applications, and Datasets.” IEEE Computational Intelligence Magazine, 21(2), 16–37, May 2026. DOI: 10.1109/MCI.2026.3656251

2025

S. Diop, F. Jouen, J. Bergounioux, and I. Trabelsi. “Fine-Tuned YOLO Model for Monitoring Children Across Medical Scenes Based on a Large-Scale Real-World Dataset for Children Detection.” IEEE Access, 13, 130953–130962, 2025. DOI: 10.1109/ACCESS.2025.3588316

M. Letouzey, S. Diop, et al. “Newborn Clinical Condition Assessment Using Infrared Thermography: Correlation With the Apgar Score in a Prospective Cohort Study.” Frontiers in Pediatrics, 13, 1636667, December 2025. DOI: 10.3389/fped.2025.1636667

2024

S. Diop, N. Essid, F. Jouen, J. Bergounioux, and I. Trabelsi. “Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection.” IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 3751–3760, 2024. DOI: 10.1109/TNSRE.2024.3472088

A. Taleb, P. Rambaud, S. Diop, R. Fauches, J. Tomasik, et al. “Spinal Muscular Atrophy Hypotonia Detection Using Computer Vision and Artificial Intelligence.” JAMA Pediatrics, 178(5), 500–502, 2024. DOI: 10.1001/jamapediatrics.2024.0030

2023

S. Keita, S. Diop, et al. “Distinct Subsets of Multi-Lymphoid Progenitors Support Ontogeny-Related Changes in Human Lymphopoiesis.” Cell Reports, 42(6), 112618, 2023. DOI: 10.1016/j.celrep.2023.112618

K. Alhaj Hussen, E. Chabaane, E. Nelson, S. Lekiashvili, S. Diop, et al. “Multimodal Cartography of Human Lymphopoiesis Reveals B and T/NK/ILC Lineages Are Subjected to Differential Regulation.” iScience, 26(10), 107890, 2023. DOI: 10.1016/j.isci.2023.107890

A. Taleb, S. Diop, P. Rambaud, A. Bakayoko, A. Benezit, R. Fauches, F. Jouen, and J. Bergounioux. “Improve Pose Estimation Model Performance With Unlabeled Data.” 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), 1316–1321, 2023. DOI: 10.1109/CSCE60160.2023.00221

Preprints

K. Alhaj Hussen, E. Chabaane, E. Nelson, S. Lekiashvili, S. Diop, et al. “Multimodal Mapping of Human Lymphopoiesis Reveals B and T/NK/ILC Lineages Are Subjected to Cell-Intrinsic versus Flt3L-Dependent Regulation.” bioRxiv, 2022.12.12.520022, 2022. DOI: 10.1101/2022.12.12.520022