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Noura Al Moubayed

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Articles 18
Citations 31
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Recent Articles
1.
Watson M, Chambers P, Steventon L, Harmsworth King J, Ercia A, Shaw H, et al.
BMJ Oncol . 2025 Jan; 3(1):e000430. PMID: 39886186
Objectives: Routine monitoring of renal and hepatic function during chemotherapy ensures that treatment-related organ damage has not occurred and clearance of subsequent treatment is not hindered; however, frequency and timing...
2.
Holland M, Kellett J, Boulitsakis-Logothetis S, Watson M, Al Moubayed N, Green D
Intern Emerg Med . 2025 Jan; PMID: 39812908
Background: Patients with an elevated admission National Early Warning Score (NEWS) are more likely to die while in hospital. However, it is not known if this increased mortality risk is...
3.
Watson M, Boulitsakis Logothetis S, Green D, Holland M, Chambers P, Al Moubayed N
BMJ Health Care Inform . 2024 Dec; 31(1). PMID: 39632097
Objectives: Increasing operational pressures on emergency departments (ED) make it imperative to quickly and accurately identify patients requiring urgent clinical intervention. The widespread adoption of electronic health records (EHR) makes...
4.
Farrell S, Anderson K, Noble P, Al Moubayed N
Sci Rep . 2024 Nov; 14(1):28763. PMID: 39567516
Monitoring mortality rates offers crucial insights into public health by uncovering the hidden impacts of diseases, identifying emerging trends, optimising resource allocation, and informing effective policy decisions. Here, we present...
5.
Davies H, Nenadic G, Alfattni G, Arguello Casteleiro M, Al Moubayed N, Farrell S, et al.
Front Vet Sci . 2024 Sep; 11:1352726. PMID: 39239390
In part two of this mini-series, we evaluate the range of machine-learning tools now available for application to veterinary clinical text-mining. These tools will be vital to automate extraction of...
6.
Burton J, Farrell S, Noble P, Al Moubayed N
Sci Rep . 2024 Jun; 14(1):14217. PMID: 38902282
As interest in using machine learning models to support clinical decision-making increases, explainability is an unequivocal priority for clinicians, researchers and regulators to comprehend and trust their results. With many...
7.
Davies H, Nenadic G, Alfattni G, Arguello Casteleiro M, Al Moubayed N, Farrell S, et al.
Front Vet Sci . 2024 Feb; 11:1352239. PMID: 38322169
The development of natural language processing techniques for deriving useful information from unstructured clinical narratives is a fast-paced and rapidly evolving area of machine learning research. Large volumes of veterinary...
8.
Farrell S, Appleton C, Noble P, Al Moubayed N
Sci Rep . 2023 Oct; 13(1):18015. PMID: 37865683
Effective public health surveillance requires consistent monitoring of disease signals such that researchers and decision-makers can react dynamically to changes in disease occurrence. However, whilst surveillance initiatives exist in production...
9.
Chambers P, Watson M, Bridgewater J, Forster M, Roylance R, Burgoyne R, et al.
Cancer Med . 2023 Aug; 12(17):17856-17865. PMID: 37610318
Background: In those receiving chemotherapy, renal and hepatic dysfunction can increase the risk of toxicity and should therefore be monitored. We aimed to develop a machine learning model to identify...
10.
Boulitsakis Logothetis S, Green D, Holland M, Al Moubayed N
Sci Rep . 2023 Aug; 13(1):13563. PMID: 37604974
The emergency department (ED) is a fast-paced environment responsible for large volumes of patients with varied disease acuity. Operational pressures on EDs are increasing, which creates the imperative to efficiently...