Student-teacher curriculum learning via reinforcement learning: predicting hospital inpatient admission location R El-Bouri, D Eyre, P Watkinson, T Zhu, D Clifton International Conference on Machine Learning, 2020 | 34 | 2020 |
Machine learning in patient flow: a review R El-Bouri, T Taylor, A Youssef, T Zhu, DA Clifton Progress in Biomedical Engineering 3 (2), 022002, 2021 | 25 | 2021 |
Hospital admission location prediction via deep interpretable networks for the year-round improvement of emergency patient care R El-Bouri, DW Eyre, P Watkinson, T Zhu, DA Clifton IEEE Journal of Biomedical and Health Informatics 25 (1), 289-300, 2020 | 20 | 2020 |
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare J Yang, R El-Bouri, O O’Donoghue, AS Lachapelle, AAS Soltan, DW Eyre, ... Machine Learning 113 (5), 2655-2674, 2024 | 14 | 2024 |
Development and validation of early warning score systems for COVID‐19 patients A Youssef, S Kouchaki, F Shamout, J Armstrong, R El‐Bouri, T Taylor, ... Healthcare technology letters 8 (5), 105-117, 2021 | 14 | 2021 |
A curriculum learning based approach to captioning ultrasound images M Alsharid, R El-Bouri, H Sharma, L Drukker, AT Papageorghiou, ... Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis …, 2020 | 13 | 2020 |
Improving patient flow during infectious disease outbreaks using machine learning for real-time prediction of patient readiness for discharge JA Bishop, HA Javed, R El-Bouri, T Zhu, T Taylor, T Peto, P Watkinson, ... Plos one 16 (11), e0260476, 2021 | 7 | 2021 |
A course-focused dual curriculum for image captioning M Alsharid, R El-Bouri, H Sharma, L Drukker, AT Papageorghiou, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 716-720, 2021 | 7 | 2021 |
An experience report of executive-level artificial intelligence education in the united arab emirates D Johnson, M Alsharid, R El-Bouri, N Mehdi, F Shamout, A Szenicer, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12766 …, 2022 | 6 | 2022 |
Machine learning for health (ML4H) workshop at NeurIPS 2018 N Antropova, AL Beam, BK Beaulieu-Jones, I Chen, C Chivers, A Dalca, ... arXiv preprint arXiv:1811.07216, 2018 | 5 | 2018 |
Towards scheduling federated deep learning using meta-gradients for inter-hospital learning R El-Bouri, T Zhu, DA Clifton arXiv preprint arXiv:2107.01707, 2021 | 2 | 2021 |
Turath-150K: Image Database of Arab Heritage D Kiyasseh, R El-Bouri | | 2022 |
Machine learning for the improvement of patient flow R El-Bouri University of Oxford, 2021 | | 2021 |
Curriculum Learning for Training Neural Networks on Medical Data R El-Bouri, T Zhu, D Clifton ML4H, Machine Learning for Health, NeurIPS 2019, 2018 | | 2018 |