All Outputs (4)

Comparative Performance of Clinician and Computational Approaches in Forecasting Adverse Outcomes in Intermittent Claudication (2025)
Journal Article
Ravindhran, B., Lim, A., Pymer, S., Prosser, J., Cutteridge, J., Nazir, S., Mohamed, A., Hemadneh, M., Lathan, R., Kapur, R., Johnson, B. F., Smith, G. E., Carradice, D., & Chetter, I. C. (2025). Comparative Performance of Clinician and Computational Approaches in Forecasting Adverse Outcomes in Intermittent Claudication. Annals of vascular surgery, 120, 138-145. https://doi.org/10.1016/j.avsg.2025.05.009

Background: Recent evidence has shown that machine learning (ML) techniques can accurately forecast adverse cardiovascular and limb events in patients with intermittent claudication. This is the first study to compare the predictive performance of ML... Read More about Comparative Performance of Clinician and Computational Approaches in Forecasting Adverse Outcomes in Intermittent Claudication.

Comparative Performance Of Clinician And Computational Approaches In Forecasting Adverse Outcomes In Intermittent Claudication (2025)
Presentation / Conference Contribution
Ravindhran, B., Cutteridge, J., Pymer, S., Prosser, J., Lim, A., Hemadneh, M., Nazir, S., Mohamed, A., Lathan, R., Johnson, B. F., Smith, G., Carradice, D., & Chetter, I. C. (2025, February). Comparative Performance Of Clinician And Computational Approaches In Forecasting Adverse Outcomes In Intermittent Claudication. Presented at Vascular & Endovascular Surgery Society 49th Annual Winter Meeting, Breckenridge, Colorado

Introduction and Objectives
Machine learning (ML) based prediction modelling has demonstrated superior abilities in analysing non-linear data with complex relationships. Pilot work in this work-stream has shown that ML techniques can accurately fore... Read More about Comparative Performance Of Clinician And Computational Approaches In Forecasting Adverse Outcomes In Intermittent Claudication.

Provision of NICE-recommended varicose vein treatment in the NHS (2022)
Journal Article
Hitchman, L., Mohamed, A., Smith, G. E., Pymer, S., Chetter, I. C., Forsyth, J., & Carradice, D. (2023). Provision of NICE-recommended varicose vein treatment in the NHS. British journal of surgery, 110(2), 225-232. https://doi.org/10.1093/bjs/znac392

BACKGROUND: Standardization of access to treatment and compliance with clinical guidelines are important to ensure the delivery of high-quality care to people with varicose veins. In the National Health Service (NHS) in England, commissioning of care... Read More about Provision of NICE-recommended varicose vein treatment in the NHS.

Mechanochemical ablation in the treatment of superficial venous incompetence (2021)
Thesis
Mohamed, A. Mechanochemical ablation in the treatment of superficial venous incompetence. (Thesis). Hull York Medical School, the University of Hull and the University of York. https://hull-repository.worktribe.com/output/4223528

Background
The routine management of venous incompetence has undergone considerable changes in the last two decades led by the introduction of minimally invasive endovenous techniques. At the heart of these changes has been a drive to offer patients... Read More about Mechanochemical ablation in the treatment of superficial venous incompetence.