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Scope: In this clinically-lead feasibility project, we will validate a Deep Learning approach for fracture detection in peripheral limb X-Rays. The classifiers will use multiple radiographic views to predict presence and identify location of a fracture. We will work with key stakeholders to ensure the safety and scalability of our approach.
Technical Specifications: Ground-truth labels will be extracted from text-based reports and corresponding images will be labeled as Fracture/No Fracture. Deep Learning classifiers, including mobile-friendly models, will be evaluated on the supplied datasets. Finally, a heatmap will be used to highlight fracture localisations.
The COVID-19 pandemic has led to unprecedented challenges to healthcare systems across the world. Enquire is contributing to NHS GGC response to this challenge across a range of projects. We have repurposed existing work streams including iCAIRD and TraumaApp with existing collaborators whilst building new relationships to develop solutions that can impact on care delivery. […]
OCTS (Outcomes following Chest Trauma Score) has begun in the QEUH ED! This study aims to measure patient reported outcomes following rib fractures to optimise and improve care of this patient group. The patient will be asked to fill in a questionnaire at time of injury and two follow up questionnaires to assess how […]
Nicola was our first nurse appointed smashing the interview and rapidly getting a handle on the intricacies of clinical research in the ED. Her portfolio of studies includes She leads on Rapid-CTCA, Target-CTCA, SABER and Pro Teds
Mark was appointed in June 2017 and has rapidly found his feet helping promote QEUH ED nurse engagement. His infectious enthusiasm and energy will be a huge asset to the team! He leads on Novel, Aerogen, RAMPP, Frontiers
Introducing Dave the Trauma Man! The QEUH will become a Major Trauma Centre in 2019 as part of the Scottish Trauma Network. Dave is going to have a pretty tough year… in fact he is going to experience more car accidents, falls from height and industrial accidents than any other manikin in Scotland.