In this article NHS England and NHS Education for Scotland describe practical ways we are tackling differences in the attainment of people training as general practitioners (GPs).Trainees from minority ethnic groups and international medical graduates are less likely than others to qualify as GPs. It is difficult to change systemic inequalities, but over the past five years we have made practical changes to GP speciality training. Educators recognise there is an issue and are trying to tackle it.For example, people who had not successfully qualified had an opportunity to return to GP training. When we provided individualised targeted support, the proportion who completed training significantly increased (76%).This was a catalyst for reviewing unconscious bias in GP training. We implemented a national programme to tackle differential attainment and system-level bias. Educators now work with all GP trainees to identify their individual needs. Supervisors are trained to recognise bias and provide targeted support. There is mental health support and regular reviews to see whether trainees are ready to sit exams. Trainee representatives are championing the learner voice in national committees. Exams are being altered to reduce unconscious bias. We are monitoring attainment over time.The key message is that differential attainment should not be in the 'too hard basket'. The narrative is changing from 'can't do' to 'must do', supported by appropriate leadership, promotion and resourcing. There is much more to do, but we are making changes, evaluating and applying our learning. We have moved from talking to taking action.
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http://dx.doi.org/10.1080/14739879.2023.2243453 | DOI Listing |
Ultrasonics
January 2025
The Center for Fast Ultrasound Imaging, Department of Health Technology. Technical University of Denmark, Ørsteds Plads Building 349, Lyngby, DK-2800, Denmark.
Non-invasive estimation of pressure differences using 2D synthetic aperture ultrasound imaging offers a precise, low-cost, and risk-free diagnostic tool. Unlike invasive techniques, this preserves natural blood flow and avoids the limitations of devices that occupy lumen space. This paper evaluates a previously published estimator, modified to incorporate Singular Value Decomposition (SVD) echo-cancellation, using data from ten healthy volunteers and one patient.
View Article and Find Full Text PDFDiagnostics (Basel)
January 2025
Preclinical Department, Faculty of Medicine, Lucian Blaga University of Sibiu, 550024 Sibiu, Romania.
: Alzheimer's disease is a progressive neurological condition marked by a decline in cognitive abilities. Early diagnosis is crucial but challenging due to overlapping symptoms among impairment stages, necessitating non-invasive, reliable diagnostic tools. : We applied information geometry and manifold learning to analyze grayscale MRI scans classified into No Impairment, Very Mild, Mild, and Moderate Impairment.
View Article and Find Full Text PDFBrain Sci
December 2024
Electric and Electronic Engineering Department, Istanbul University-Cerrahpasa, Istanbul 34320, Turkey.
Background/objectives: This research investigates brain connectivity patterns in reaction to social and non-social stimuli within a virtual reality environment, emphasizing their impact on cognitive functions, specifically working memory.
Methods: Employing the LEiDA framework with EEG data from 47 participants, I examined dynamic brain network states elicited by social avatars compared to non-social stick cues during a VR memory task. Through the integration of LEiDA with deep learning and graph theory analyses, unique connectivity patterns associated with cue type were discerned, underscoring the substantial influence of social cues on cognitive processes.
Magn Reson Imaging
January 2025
Mātai Medical Research Institute, Tairāwhiti, Gisborne, New Zealand; Department of Radiology, University of California San Diego, San Diego, CA, USA. Electronic address:
Magnetic resonance imaging (MRI) techniques have recently been developed for obtaining high T contrast images using inversion recovery (IR) images at two inversion times (TIs) rather than a single TI. They use simple mathematical operations - multiplication, addition, subtraction, division - to create images not attainable by conventional IR. The present study describes a novel two-point IR technique formed by the subtraction of log images.
View Article and Find Full Text PDFCancer Epidemiol
January 2025
Virus, Lifestyle and Genes, Danish Cancer Institute, Copenhagen, Denmark; Department of Gynecology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark. Electronic address:
Objectives: To evaluate the association between polycystic ovary syndrome (PCOS) and the risk of differentiated and papillary thyroid cancer.
Methods: We included all individuals assigned female at birth and born during 1962-1996 in Denmark. Information on vital status, PCOS- and cancer diagnoses, and covariates were attained from various Danish nationwide registers.
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