Concepedia
Statistics
Publications
5
Citations
113
H-Index
Active since
2020
Affiliations
University of Oxford(Current)
Oxford University Hospitals NHS Trust
Open Data Institute
Science Oxford
Rasheed El-Bouri is an author at University of Oxford specializing in predictive analytics, supervised learning, and curriculum.
Top concepts
Predictive AnalyticsRiskCovid-19MedicineDiagnosisEducationCurriculumEngineeringData ScienceEpidemiology
Publications per year
2020–2023
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare
Jenny Yang, Rasheed El-Bouri, Odhran O’Donoghue et al. · Machine Learning · 2023 · 47 citations · Full text
Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care
Rasheed El-Bouri, David W. Eyre, Peter Watkinson et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 28 citations · Full text
Development and validation of early warning score systems for COVID‐19 patients
Alexey Youssef, Samaneh Kouchaki, Farah E. Shamout et al. · Healthcare Technology Letters · 2021 · 17 citations · Full text
Prognosis, Gradient Boosting Trees, Diagnosis +25
Improving patient flow during infectious disease outbreaks using machine learning for real-time prediction of patient readiness for discharge
Jennifer Amy Bishop, Hamza Javed, Rasheed El-Bouri et al. · PLoS ONE · 2021 · 11 citations · Full text
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location
Rasheed El-Bouri, David W. Eyre, Peter Watkinson et al. · arXiv (Cornell University) · 2020 · 10 citations · Full text
Artificial Intelligence, Multiple Instance Learning, Engineering +19
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