The aim of this study was to describe services available to patients with periprosthetic femoral fracture (PPFF) in England and Wales, with focus on variation between centres and areas for care improvement. This work used data freely available from the National Hip Fracture Database (NHFD) facilities survey in 2021, which asked 21 questions about the care of patients with PPFFs, and nine relating to clinical decision-making around a hypothetical case.Aims
Methods
To examine whether natural language processing (NLP) using a clinically based large language model (LLM) could be used to predict patient selection for total hip or total knee arthroplasty (THA/TKA) from routinely available free-text radiology reports. Data pre-processing and analyses were conducted according to the Artificial intelligence to Revolutionize the patient Care pathway in Hip and knEe aRthroplastY (ARCHERY) project protocol. This included use of de-identified Scottish regional clinical data of patients referred for consideration of THA/TKA, held in a secure data environment designed for artificial intelligence (AI) inference. Only preoperative radiology reports were included. NLP algorithms were based on the freely available GatorTron model, a LLM trained on over 82 billion words of de-identified clinical text. Two inference tasks were performed: assessment after model-fine tuning (50 Epochs and three cycles of k-fold cross validation), and external validation.Aims
Methods
It is difficult to establish the diagnosis of an injured shoulder if only one radiographic projection is used. We have compared two lateral projections, the Neer trans-scapular and the apical oblique in 80 patients; the radiographs were presented randomly to 10 casualty officers and nine radiologists. The apical oblique view was found to permit more accurate diagnosis of fractures and of dislocation by both groups.
Cite this article:
The Open-Fracture Patient Evaluation Nationwide (OPEN) study was performed to provide clarity in open fracture management previously skewed by small, specialist centre studies and large, unfocused registry investigations. We report the current management metrics of open fractures across the UK. Patients admitted to hospital with an open fracture (excluding phalanges or isolated hand injuries) between 1 June 2021 and 30 September 2021 were included. Institutional information governance approval was obtained at the lead site and all data entered using Research Electronic Data Capture software. All domains of the British Orthopaedic Association Standard for Open Fracture Management were recorded.Aims
Method
Supracondylar fractures are the most frequently occurring paediatric
fractures about the elbow and may be associated with a neurovascular
injury. The British Orthopaedic Association Standards for Trauma
11 (BOAST 11) guidelines describe best practice for supracondylar
fracture management. This study aimed to assess whether emergency
departments in the United Kingdom adhere to BOAST 11 standard 1:
a documented assessment, performed on presentation, must include
the status of the radial pulse, digital capillary refill time, and
the individual function of the radial, median (including the anterior
interosseous), and ulnar nerves. Stage 1: We conducted a multicentre, retrospective audit of adherence
to BOAST 11 standard 1. Data were collected from eight hospitals
in the United Kingdom. A total of 433 children with Gartland type
2 or 3 supracondylar fractures were eligible for inclusion. A centrally
created data collection sheet was used to guide objective analysis
of whether BOAST 11 standard 1 was adhered to. Stage 2: We created
a quality improvement proforma for use in emergency departments.
This was piloted in one of the hospitals used in the primary audit
and was re-audited using equivalent methodology. In all, 102 patients
presenting between January 2016 and July 2017 were eligible for inclusion
in the re-audit.Aims
Materials and Methods
The aim of this study was to determine whether early surgical treatment results in better neurological recovery 12 months after injury than late surgical treatment in patients with acute traumatic spinal cord injury (tSCI). Patients with tSCI requiring surgical spinal decompression presenting to 17 centres in Europe were recruited. Depending on the timing of decompression, patients were divided into early (≤ 12 hours after injury) and late (> 12 hours and < 14 days after injury) groups. The American Spinal Injury Association neurological (ASIA) examination was performed at baseline (after injury but before decompression) and at 12 months. The primary endpoint was the change in Lower Extremity Motor Score (LEMS) from baseline to 12 months.Aims
Methods
