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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Rita Noumeir is active. These topics are generated from this person's research output (titles and abstracts), as well as their research interests, awards, and organizations associated with them. Together, they form a unique digital fingerprint.
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Collaborations and top research areas from the last five years
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Research output
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Transformer Meets Gated Residual Networks to Enhance PICU’s PPG Artifact Detection Informed by Mutual Information Neural Estimation
Le, T. D., Macabiau, C., Albert, K., Chatzinotas, S., Jouvet, P. & Noumeir, R., 2026, (In press) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Contribution to journal › Journal Article › peer-review
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Acute Respiratory Distress Identification via Multi-Modality Using Deep Learning
Nawaz, W., Albert, K., Jouvet, P. & Noumeir, R., Feb 2025, In: Applied Sciences (Switzerland). 15, 3, 1512.Research output: Contribution to journal › Journal Article › peer-review
Open Access1 Citation (Scopus) -
Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach
Lu, E., Le, T. D., Jouvet, P. & Noumeir, R., 2025, In: IEEE Transactions on Biomedical Engineering. 72, 8, p. 2352-2365 14 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access2 Citations (Scopus) -
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset
Le, T. D., Jouvet, P. & Noumeir, R., 2025, In: IEEE Journal of Translational Engineering in Health and Medicine. 13, p. 261-274 14 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
PICU Face and Thoracoabdominal Detection Using Self-Supervised Divided Space–Time Mamba
Ben Salah, M. K., Jouvet, P. & Noumeir, R., Nov 2025, In: Life. 15, 11, 1706.Research output: Contribution to journal › Journal Article › peer-review
Open Access