Research output per year
Research output per year
Personal profile
Personal profile
Nesma is professor at Télécom SudParis (EPH department - Samovar ARMEDIA team).
Specialized in neurosciences, she studies attention measurements by analyzing brain activity and looks for ways to innovate in tele-vigilance. Nesma also works in biometrics on signature recognition.
Research Interests
Computer Science, Electrophysiology, Modeling, Neuroscience, Cognitive Psychology
Research interests
Computer Science
Education/Academic qualification
HDR (PhD Supervision Credentials)
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Collaborations and top research areas from the last five years
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Individual neural dynamics of successful Gamma neuromodulation through EEG-neurofeedback in the aging brain
Houmani, N., Yabouri, R., Garcia-Salicetti, S., Bedoin, M., Medani, T. & Andrade, K., 1 Dec 2026, In: Scientific Reports. 16, 1, 592.Research output: Contribution to journal › Article › peer-review
Open Access -
A Multi-Task Learning Framework for Mortality Prediction in Liver Transplant Candidates
Halimi, A., Houmani, N., García-Salicetti, S., Kounis, I. & Coilly, A., 1 Jan 2025, Proceedings - 2025 IEEE 38th International Symposium on Computer-Based Medical Systems, CBMS 2025. Rodriguez-Gonzalez, A., Sicilia, R., Prieto-Santamaria, L., Papadopoulos, G. A., Guarrasi, V., Cazzolato, M. T. & Kane, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 484-489 6 p. (Proceedings - IEEE Symposium on Computer-Based Medical Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A novel gait quality measure for characterizing pathological gait based on Hidden Markov Models
Halimi, A., Hermez, L., Houmani, N., Garcia-Salicetti, S. & Galarraga, O., 1 Jan 2025, In: Computers in Biology and Medicine. 184, 109368.Research output: Contribution to journal › Article › peer-review
Open Access -
Explainable machine learning for prognostic modeling of waitlist mortality in cirrhotic liver transplantation
Halimi, A., Houmani, N., Garcia-Salicetti, S., Kounis, I., Coilly, A. & Vibert, E., 1 Jan 2025, In: Computational and Structural Biotechnology Journal. 27, p. 5590-5603 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Gait asymmetry assessment through Eigen-Gait components on dissimilarity maps
Hermez, L., Houmani, N., Garcia-Salicetti, S., Galarraga, O. & Vigneron, V., 1 Jan 2025, In: Computers in Biology and Medicine. 184, 109390.Research output: Contribution to journal › Article › peer-review
Open Access -
Gait Deviation and Neurological Diseases: A Comparative Study of Quantitative Measures
Hermez, L., Houmani, N., Garcia-Salicetti, S., Galarraga, O. & Vigneron, V., 1 Jan 2024, Advances in Digital Health and Medical Bioengineering - Proceedings of the 11th International Conference on E-Health and Bioengineering, EHB-2023 – Volume 3: Telemedicine, Biomaterials, Environmental Protection, Medical Imaging, and Biomechanics. Costin, H.-N., Magjarević, R. & Petroiu, G. G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-507 10 p. (IFMBE Proceedings; vol. 111 IFMBE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Gait Deviation Assessment: From Signal to Image Analysis
Hermez, L., Houmani, N., Garcia-Salicetti, S., Galarraga, O. & Vigneron, V., 1 Jan 2024, Proceedings - 13th International Conference on Image Processing Theory, Tools and Applications, IPTA 2024. El Hassouni, M., Chetouani, A. & Chetouani, A. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 13th International Conference on Image Processing Theory, Tools and Applications, IPTA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Predicting Waitlist Mortality for Liver Transplant Candidates: A Comparative Analysis between Statistical Scores and Machine Learning Models
Halimi, A., Houmani, N., Garcia-Salicetti, S., Kounis, I. & Coilly, A., 1 Jan 2024, 2024 12th E-Health and Bioengineering Conference, EHB 2024. Institute of Electrical and Electronics Engineers Inc., (2024 12th E-Health and Bioengineering Conference, EHB 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Self-Modulation of Gamma-Band Synchronization through EEG-Neurofeedback Training in the Elderly
Andrade, K., Houmani, N., Guieysse, T., Razafimahatratra, S., Klarsfeld, A., Dreyfus, G., Dubois, B., Vialatte, F. & Medani, T., 1 Jan 2024, In: Journal of Integrative Neuroscience. 23, 3Research output: Contribution to journal › Article › peer-review
Open Access -
Transfer Learning for Artwork Attribution: Assessing the Importance of the Artist's Signature
Schmitt, N., Loesch, Y., Houmani, N. & Garcia-Salicetti, S., 1 Jan 2024, Proceedings - 13th International Conference on Image Processing Theory, Tools and Applications, IPTA 2024. El Hassouni, M., Chetouani, A. & Chetouani, A. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 13th International Conference on Image Processing Theory, Tools and Applications, IPTA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access