| 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 | 20 | 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 | 17 | 2020 |
| 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 | 12 | 2020 |
| Deep reinforcement learning for multi-class imbalanced training J Yang, R El-Bouri, O O'Donoghue, AS Lachapelle, AAS Soltan, ... arXiv preprint arXiv:2205.12070, 2022 | 9 | 2022 |
| 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 | 6 | 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 | 6 | 2021 |
| 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 |
| 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 | 3 | 2022 |
| 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 |
| 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, 1-20, 2023 | 1 | 2023 |
| Turath-150K: Image Database of Arab Heritage D Kiyasseh, R El-Bouri | | 2023 |
| Machine learning for the improvement of patient flow R El-Bouri University of Oxford, 2021 | | 2021 |
| Development and Validation of Early Warning Score Systems for COVID-19 Patients (preprint) A Youssef, S Kouchaki, F Shamout, J Armstrong, R El-Bouri, T Taylor, ... | | 2020 |
| 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 |
| Cyclotron boost for medical physics A Nisbet, DI Thwaites, R El-Bouri, T Taylor, A Youssef | | |
| Polytechnic admissions R El-Bouri, T Taylor, A Youssef | | |
| University Admissions: Physics in decline R El-Bouri, T Taylor, A Youssef | | |
| Education: Less for physics R El-Bouri, T Taylor, A Youssef | | |
David A. CliftonChair of Clinical Machine Learning, University of OxfordVerified email at eng.ox.ac.uk
