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Wahbi El-Bouri

Dr Wahbi El-Bouri
MEng (Hons), DPhil (Oxon), PGCert, AFHEA, MIET

Publications

Selected publications

  1. Linking Vascular Structure and Function: Image-Based Virtual Populations of the Retina. (Journal article - 2024)
  2. Phenotypes and outcomes in non-anticoagulated patients with atrial fibrillation: An unsupervised cluster analysis (Journal article - 2024)
  3. Advancing treatment of retinal disease through in silico trials (Journal article - 2023)
  4. Review of in silico models of cerebral blood flow in health and pathology (Journal article - 2023)
  5. The Ageing Brain: Investigating the Role of Age in Changes to the Human Cerebral Microvasculature With an in silico Model (Journal article - 2021)
  6. In silico trials for treatment of acute ischemic stroke: Design and implementation (Journal article - 2021)
  7. Multi-scale homogenization of blood flow in 3-dimensional human cerebral microvascular networks (Journal article - 2015)
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2024

Machine learning for outcome prediction in patients with non-valvular atrial fibrillation from the GLORIA-AF registry

Joddrell, M., El-Bouri, W., Harrison, S. L., Huisman, M. V., Lip, G. Y. H., & Zheng, Y. (n.d.). Machine learning for outcome prediction in patients with non-valvular atrial fibrillation from the GLORIA-AF registry. Scientific Reports, 14(1). doi:10.1038/s41598-024-78120-z

DOI
10.1038/s41598-024-78120-z
Journal article

Initial blood pressure and adverse cardiac events following acute ischaemic stroke: An individual patient data pooled analysis from the VISTA database.

Ishiguchi, H., Huang, B., El-Bouri, W. K., Dawson, J., Lip, G. Y. H., Abdul-Rahim, A. H., & VISTA Collaborators*. (2024). Initial blood pressure and adverse cardiac events following acute ischaemic stroke: An individual patient data pooled analysis from the VISTA database.. European stroke journal, 23969873241296391. doi:10.1177/23969873241296391

DOI
10.1177/23969873241296391
Journal article

Stroke-heart syndrome and early mortality in patients with acute ischaemic stroke using hierarchical cluster analysis: An individual patient data pooled analysis from the VISTA database.

Ishiguchi, H., Huang, B., El-Bouri, W. K., Lip, G. Y. H., Abdul-Rahim, A. H., & VISTA Collaborators*. (2024). Stroke-heart syndrome and early mortality in patients with acute ischaemic stroke using hierarchical cluster analysis: An individual patient data pooled analysis from the VISTA database.. European stroke journal, 23969873241290440. doi:10.1177/23969873241290440

DOI
10.1177/23969873241290440
Journal article

Systematic Review and Meta-Analysis of Prehospital Machine Learning Scores as Screening Tools for Early Detection of Large Vessel Occlusion in Patients With Suspected Stroke.

Alobaida, M., Joddrell, M., Zheng, Y., Lip, G. Y. H., Rowe, F. J., El-Bouri, W. K., . . . Harrison, S. L. (2024). Systematic Review and Meta-Analysis of Prehospital Machine Learning Scores as Screening Tools for Early Detection of Large Vessel Occlusion in Patients With Suspected Stroke.. Journal of the American Heart Association, e033298. doi:10.1161/jaha.123.033298

DOI
10.1161/jaha.123.033298
Journal article

Phenotypes and outcomes in patients with atrial fibrillation: a global unsupervised cluster analysis from Phase II/III of the GLORIA-AF registry

Bisson, A., Fawzy, A. M., Calvert, P., Romiti, G. F., Proietti, M., Angoulvant, D., . . . Lip, G. Y. H. (2024). Phenotypes and outcomes in patients with atrial fibrillation: a global unsupervised cluster analysis from Phase II/III of the GLORIA-AF registry. Europace, 26(Supplement_1). doi:10.1093/europace/euae102.554

DOI
10.1093/europace/euae102.554
Journal article

Phenotypes and outcomes in patients with atrial fibrillation: a global unsupervised cluster analysis from Phase II/III of the GLORIA-AF registry

Phenotypes and outcomes in patients with atrial fibrillation: a global unsupervised cluster analysis from Phase II/III of the GLORIA-AF registry (2024). Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology, 26(Suppl 1).

Journal article

AI and the Eye – Integrating deep learning and<i>in silico</i>simulations to optimise diagnosis and treatment of wet macular degeneration

DOI
10.1101/2024.02.13.23299445
Preprint

Personalized Lumped Parameter Model for Healthy Adults Using Genetic Algorithm

Muhammad Ali, S. M., El-Bouri, W., & Mohamed Mokhtarudin, M. J. (2024). Personalized Lumped Parameter Model for Healthy Adults Using Genetic Algorithm. In Lecture Notes in Bioengineering (pp. 183-194). Springer Nature Singapore. doi:10.1007/978-981-97-1920-4_18

DOI
10.1007/978-981-97-1920-4_18
Chapter

Phenotypes and outcomes in non-anticoagulated patients with atrial fibrillation: An unsupervised cluster analysis

Bisson, A., Fawzy, A. M., Romiti, G. F., Proietti, M., El-Bouri, W., Angoulvant, D., . . . Fauchier, L. (2024). Phenotypes and outcomes in non-anticoagulated patients with atrial fibrillation: An unsupervised cluster analysis. Archives of Cardiovascular Diseases, 117(1), S119. doi:10.1016/j.acvd.2023.10.221

DOI
10.1016/j.acvd.2023.10.221
Journal article

2023

Linking Structure and Function: Image-Based Virtual Populations of the Retinal Vasculature

DOI
10.1101/2023.12.05.570054
Preprint

Mortality prediction in patient with atrial fibrillation and 0 or 1 nongender-related CHA2DS2-Vasc risk factor using machine learning: a French nationwide study

Bisson, A., Lemrini, Y., Romiti, G. F., Proietti, M., Angoulvant, D., Bentounes, S., . . . Fauchier, L. (2023). Mortality prediction in patient with atrial fibrillation and 0 or 1 nongender-related CHA2DS2-Vasc risk factor using machine learning: a French nationwide study. European Heart Journal, 44(Supplement_2). doi:10.1093/eurheartj/ehad655.2999

DOI
10.1093/eurheartj/ehad655.2999
Journal article

Identifying and understanding the care pathway of patients with atrial fibrillation in Brazil and the impact of the COVID-19 pandemic: A mixed-methods study.

Goulart, A. C., Varella, A. C., Gooden, T. E., Lip, G. Y. H., Jolly, K., Thomas, G. N., . . . NIHR Global Health Research Group on Atrial Fibrillation Management. (2023). Identifying and understanding the care pathway of patients with atrial fibrillation in Brazil and the impact of the COVID-19 pandemic: A mixed-methods study.. PloS one, 18(10), e0292463. doi:10.1371/journal.pone.0292463

DOI
10.1371/journal.pone.0292463
Journal article

A simplified mesoscale 3D model for characterizing fibrinolysis under flow conditions

DOI
10.1101/2023.05.09.539942
Preprint

The impact of rate and rhythm control strategies on quality of life for patients with atrial fibrillation: a protocol for a systematic review

Uruthirakumar, P., Surenthirakumaran, R., Gooden, T., Lip, G. Y. H., Thomas, G. N., Moore, D., . . . Guruparan, M. (2023). The impact of rate and rhythm control strategies on quality of life for patients with atrial fibrillation: a protocol for a systematic review. SYSTEMATIC REVIEWS, 12(1). doi:10.1186/s13643-023-02197-2

DOI
10.1186/s13643-023-02197-2
Journal article

Prediction of incident atrial fibrillation in post-stroke patients using machine learning: A French nationwide study

Bisson, A., Lemrini, Y., El-Bouri, W., Bodin, A., Angoulvant, D., Lip, G. Y. H., & Fauchier, L. (2023). Prediction of incident atrial fibrillation in post-stroke patients using machine learning: A French nationwide study. Archives of Cardiovascular Diseases Supplements, 15(1), 123. doi:10.1016/j.acvdsp.2022.10.238

DOI
10.1016/j.acvdsp.2022.10.238
Journal article

2022

Health care professionals’ perceptions about atrial fibrillation care in the Brazilian public primary care system: a mixed-methods study

Paschoal, E., Gooden, T. E., Olmos, R. D., Lotufo, P. A., Benseñor, I. M., Manaseki-Holland, S., . . . Zhong, J. (n.d.). Health care professionals’ perceptions about atrial fibrillation care in the Brazilian public primary care system: a mixed-methods study. BMC Cardiovascular Disorders, 22(1). doi:10.1186/s12872-022-02927-9

DOI
10.1186/s12872-022-02927-9
Journal article

Age-Based Sensitivity Analysis on Cardiac Hemodynamics using Lumped-Parameter Modelling

Ali, S. M. M., El-Bouri, W., & Mokhtarudin, M. J. M. (2022). Age-Based Sensitivity Analysis on Cardiac Hemodynamics using Lumped-Parameter Modelling. In 2022 IEEE-EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES, IECBES (pp. 160-164). doi:10.1109/IECBES54088.2022.10079315

DOI
10.1109/IECBES54088.2022.10079315
Conference Paper

Prevalence of atrial fibrillation in Northern Sri Lanka: a study protocol for a cross-sectional household survey.

Kanesamoorthy, S., Sheron, V. A., Uruthirakumar, P., Kodippily, C., Kumarendran, B., Gooden, T. E., . . . NIHR Global Health Research Group on Atrial Fibrillation Management. (2022). Prevalence of atrial fibrillation in Northern Sri Lanka: a study protocol for a cross-sectional household survey.. BMJ open, 12(11), e056480. doi:10.1136/bmjopen-2021-056480

DOI
10.1136/bmjopen-2021-056480
Journal article

Venous thromboembolism and mortality in a multiethnic population: a report from the Birmingham Black Country VTE registry (BBC-VTE Investigators)

Sanders, A., El-Bouri, W. K., & Lip, G. Y. H. (2022). Venous thromboembolism and mortality in a multiethnic population: a report from the Birmingham Black Country VTE registry (BBC-VTE Investigators). In EUROPEAN HEART JOURNAL Vol. 43 (pp. 1907). Retrieved from https://www.webofscience.com/

Conference Paper

Healthcare provider and patient perspectives on access to and management of atrial fibrillation in the Northern Province, Sri Lanka: a rapid evaluation of barriers and facilitators to care

Sheron, V. A., Shanmugathas, S., Gooden, T. E., Guruparan, M., Kumarendran, B., Lip, G. Y. H., . . . Beane, A. (2022). Healthcare provider and patient perspectives on access to and management of atrial fibrillation in the Northern Province, Sri Lanka: a rapid evaluation of barriers and facilitators to care. BMC HEALTH SERVICES RESEARCH, 22(1). doi:10.1186/s12913-022-08440-1

DOI
10.1186/s12913-022-08440-1
Journal article

Patient and Public Involvement and Engagement (PPIE): first steps in the process of the engagement in research projects in Brazil

Bensenor, I. M., Goulart, A. C., Thomas, G. N., Lip, G. Y. H., Arasalingam, A., Beane, A., . . . Fi, N. I. H. R. G. H. R. G. A. (2022). Patient and Public Involvement and Engagement (PPIE): first steps in the process of the engagement in research projects in Brazil. BRAZILIAN JOURNAL OF MEDICAL AND BIOLOGICAL RESEARCH, 55(1). doi:10.1590/1414-431X2022e12369

DOI
10.1590/1414-431X2022e12369
Journal article

ANTICOAGULATION THERAPY PATTERNS FOR VTE IN A MULTI-ETHNIC UK COHORT: A REPORT FROM THE BIRMINGHAM BLACK COUNTRY VTE REGISTRY (BBC-VTE INVESTIGATORS)

Sanders, A., El-Bouri, W., & Lip, G. (2022). ANTICOAGULATION THERAPY PATTERNS FOR VTE IN A MULTI-ETHNIC UK COHORT: A REPORT FROM THE BIRMINGHAM BLACK COUNTRY VTE REGISTRY (BBC-VTE INVESTIGATORS). In CHEST Vol. 161 (pp. 506A). doi:10.1016/j.chest.2022.04.040

DOI
10.1016/j.chest.2022.04.040
Conference Paper

Modelling the effects of cerebral microthrombi on tissue oxygenation and cell death (127, 110705, 2021)

Xue, Y., El-Bouri, W. K., Jozsa, T. I., & Payne, S. J. (2022). Modelling the effects of cerebral microthrombi on tissue oxygenation and cell death (127, 110705, 2021). JOURNAL OF BIOMECHANICS, 136. doi:10.1016/j.jbiomech.2022.111070

DOI
10.1016/j.jbiomech.2022.111070
Journal article

2021

Machine learning prediction of mortality in venous thromboembolism patients: the Birmingham Black Country Venous Thromboembolism (BBC-VTE) cohort

El-Bouri, W., Sanders, A., & Lip, G. Y. H. (2021). Machine learning prediction of mortality in venous thromboembolism patients: the Birmingham Black Country Venous Thromboembolism (BBC-VTE) cohort. European Heart Journal, 42(Supplement_1). doi:10.1093/eurheartj/ehab724.3059

DOI
10.1093/eurheartj/ehab724.3059
Journal article

The Birmingham Black Country Venous Thromboembolism (BBC-VTE) registry of outcomes of venous thromboembolism patients admitted to hospital

Sanders, A., El-Bouri, W. K., & Lip, G. Y. H. (2021). The Birmingham Black Country Venous Thromboembolism (BBC-VTE) registry of outcomes of venous thromboembolism patients admitted to hospital. European Heart Journal, 42(Supplement_1). doi:10.1093/eurheartj/ehab724.1943

DOI
10.1093/eurheartj/ehab724.1943
Journal article

Modelling the impact of clot fragmentation on the microcirculation after thrombectomy

El-Bouri, W. K., MacGowan, A., Jozsa, T. I., Gounis, M. J., & Payne, S. J. (2021). Modelling the impact of clot fragmentation on the microcirculation after thrombectomy. PLOS COMPUTATIONAL BIOLOGY, 17(3). doi:10.1371/journal.pcbi.1008515

DOI
10.1371/journal.pcbi.1008515
Journal article

Multiscale Modelling of 3-Dimensional Brain Tissue with Capillary Distribution

Shabudin, A., Mokhtarudin, M. J. M., El-Bouri, W. K., Payne, S. J., Ab Naim, W. N. W., & Mohamed, N. A. N. (2021). Multiscale Modelling of 3-Dimensional Brain Tissue with Capillary Distribution. In 2020 IEEE-EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES 2020) (pp. 315-318). doi:10.1109/IECBES48179.2021.9398791

DOI
10.1109/IECBES48179.2021.9398791
Conference Paper

Coupling one-dimensional arterial blood flow to three-dimensional tissue perfusion models for in silico trials of acute ischaemic stroke: Coupling Blood Flow to Perfusion

Padmos, R. M., Józsa, T. I., El-Bouri, W. K., Konduri, P. R., Payne, S. J., & Hoekstra, A. G. (2021). Coupling one-dimensional arterial blood flow to three-dimensional tissue perfusion models for in silico trials of acute ischaemic stroke: Coupling Blood Flow to Perfusion. Interface Focus, 11(1). doi:10.1098/rsfs.2019.0125

DOI
10.1098/rsfs.2019.0125
Journal article

The Birmingham Black Country Venous Thromboembolism (BBC-VTE) registry of outcomes of venous thromboembolism patients admitted to hospital

Sanders, A., El-Bouri, W. K., & Lip, G. Y. H. (2021). The Birmingham Black Country Venous Thromboembolism (BBC-VTE) registry of outcomes of venous thromboembolism patients admitted to hospital. In EUROPEAN HEART JOURNAL Vol. 42 (pp. 1943). Retrieved from https://www.webofscience.com/

Conference Paper

Two-Way Coupling Between 1D Blood Flow and 3D Tissue Perfusion Models

Padmos, R. M., Józsa, T. I., El-Bouri, W. K., Závodszky, G., Payne, S. J., & Hoekstra, A. G. (2021). Two-Way Coupling Between 1D Blood Flow and 3D Tissue Perfusion Models. In Lecture Notes in Computer Science (pp. 670-683). Springer International Publishing. doi:10.1007/978-3-030-77967-2_56

DOI
10.1007/978-3-030-77967-2_56
Chapter

2020

COMPUTATIONAL MODELLING OF BRAIN PERFUSION IN STROKE PATIENTS

Padmos, R., Jozsa, T., El-Bouri, W., Konduri, P., Samuels, N., Payne, S., & Hoekstra, A. (2020). COMPUTATIONAL MODELLING OF BRAIN PERFUSION IN STROKE PATIENTS. In INTERNATIONAL JOURNAL OF STROKE Vol. 15 (pp. 26). Retrieved from https://www.webofscience.com/

Conference Paper

MICRO-EMBOLI FROM MECHANICAL THROMBECTOMY LEAD TO LARGE DROPS IN PERFUSION IN A 2D REPRESENTATION OF THE MICROVASCULATURE

El-Bouri, W., MacGowan, A., Gounis, M., & Payne, S. (2020). MICRO-EMBOLI FROM MECHANICAL THROMBECTOMY LEAD TO LARGE DROPS IN PERFUSION IN A 2D REPRESENTATION OF THE MICROVASCULATURE. In INTERNATIONAL JOURNAL OF STROKE Vol. 15 (pp. 25-26). Retrieved from https://www.webofscience.com/

Conference Paper

THE EFFECT OF MICRO-THROMBI POST-RECANALIZATION ON TISSUE PERFUSION: A FULL BRAIN COMPUTATIONAL STUDY

El-Bouri, W., Macgowan, A., Jozsa, T., Padmos, R., Gounis, M., Hoekstra, A., & Payne, S. (2020). THE EFFECT OF MICRO-THROMBI POST-RECANALIZATION ON TISSUE PERFUSION: A FULL BRAIN COMPUTATIONAL STUDY. In INTERNATIONAL JOURNAL OF STROKE Vol. 15 (pp. 147). Retrieved from https://www.webofscience.com/

Conference Paper

2019

Numerical analysis of flow and heat transfer of minimum quantity lubrication in a turning process using inconel alloy

Khanafer, K., Deiab, I., & El-Bouri, W. (2019). Numerical analysis of flow and heat transfer of minimum quantity lubrication in a turning process using inconel alloy. In 7th International Conference On Energy Research and Development, ICERD 2019 (pp. 9-15).

Conference Paper

2018

2017

Linking macro-scale voxel behaviour to the microvasculature using a multi-scale model

El-Bouri, W. K., & Payne, S. J. (2017). Linking macro-scale voxel behaviour to the microvasculature using a multi-scale model. In JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM Vol. 37 (pp. 422-423). Retrieved from https://www.webofscience.com/

Conference Paper

2016

2015

Multi-scale homogenization of blood flow in 3-dimensional human cerebral microvascular networks

El-Bouri, W. K., & Payne, S. J. (2015). Multi-scale homogenization of blood flow in 3-dimensional human cerebral microvascular networks. JOURNAL OF THEORETICAL BIOLOGY, 380, 40-47. doi:10.1016/j.jtbi.2015.05.011

DOI
10.1016/j.jtbi.2015.05.011
Journal article