The purpose of this study was to develop a convolutional neural network (CNN) for fracture detection, classification, and identification of greater tuberosity displacement ≥ 1 cm, neck-shaft angle (NSA) ≤ 100°, shaft translation, and articular fracture involvement, on plain radiographs. The CNN was trained and tested on radiographs sourced from 11 hospitals in Australia and externally validated on radiographs from the Netherlands. Each radiograph was paired with corresponding CT scans to serve as the reference standard based on dual independent evaluation by trained researchers and attending orthopaedic surgeons. Presence of a fracture, classification (non- to minimally displaced; two-part, multipart, and glenohumeral dislocation), and four characteristics were determined on 2D and 3D CT scans and subsequently allocated to each series of radiographs. Fracture characteristics included greater tuberosity displacement ≥ 1 cm, NSA ≤ 100°, shaft translation (0% to < 75%, 75% to 95%, > 95%), and the extent of articular involvement (0% to < 15%, 15% to 35%, or > 35%).Aims
Methods
This is a multicentre, prospective assessment of a proportion of the overall orthopaedic trauma caseload of the UK. It investigates theatre capacity, cancellations, and time to surgery in a group of hospitals that is representative of the wider population. It identifies barriers to effective practice and will inform system improvements. Data capture was by collaborative approach. Patients undergoing procedures from 22 August 2022 and operated on before 31 October 2022 were included. Arm one captured weekly caseload and theatre capacity. Arm two concerned patient and injury demographics, and time to surgery for specific injury groups.Aims
Methods
The primary aim was to estimate the cost-effectiveness of routine operative fixation for all patients with humeral shaft fractures. The secondary aim was to estimate the health economic implications of using a Radiographic Union Score for HUmeral fractures (RUSHU) of < 8 to facilitate selective fixation for patients at risk of nonunion. From 2008 to 2017, 215 patients (mean age 57 yrs (17 to 18), 61% female (n = 130/215)) with a nonoperatively managed humeral diaphyseal fracture were retrospectively identified. Union was achieved in 77% (n = 165/215) after initial nonoperative management, with 23% (n = 50/215) uniting after surgery for nonunion. The EuroQol five-dimension three-level health index (EQ-5D-3L) was obtained via postal survey. Multiple regression was used to determine the independent influence of patient, injury, and management factors upon the EQ-5D-3L. An incremental cost-effectiveness ratio (ICER) of < £20,000 per quality-adjusted life-year (QALY) gained was considered cost-effective.Aims
Methods
The primary aim of this study was to determine the rates of return to work (RTW) and sport (RTS) following a humeral shaft fracture. The secondary aim was to identify factors independently associated with failure to RTW or RTS. From 2008 to 2017, all patients with a humeral diaphyseal fracture were retrospectively identified. Patient demographics and injury characteristics were recorded. Details of pre-injury employment, sporting participation, and levels of return post-injury were obtained via postal questionnaire. The University of California, Los Angeles (UCLA) Activity Scale was used to quantify physical activity among active patients. Regression was used to determine factors independently associated with failure to RTW or RTS.Aims
Methods
Aims. The aim of this study was to determine the current incidence and epidemiology of humeral diaphyseal fractures. The secondary aim was to explore variation in patient and injury characteristics by fracture location within the humeral
Osseointegrated prosthetic limbs allow better mobility than socket-mounted prosthetics for lower limb amputees. Fractures, however, can occur in the residual limb, but they have rarely been reported. Approximately 2% to 3% of amputees with socket-mounted prostheses may fracture within five years. This is the first study which directly addresses the risks and management of periprosthetic osseointegration fractures in amputees. A retrospective review identified 518 osseointegration procedures which were undertaken in 458 patients between 2010 and 2018 for whom complete medical records were available. Potential risk factors including time since amputation, age at osseointegration, bone density, weight, uni/bilateral implantation and sex were evaluated with multiple logistic regression. The mechanism of injury, technique and implant that was used for fixation of the fracture, pre-osseointegration and post fracture mobility (assessed using the K-level) and the time that the prosthesis was worn for in hours/day were also assessed.Aims
Methods
The primary aim of this study was to develop a reliable, effective radiological score to assess the healing of humeral shaft fractures, the Radiographic Union Score for HUmeral fractures (RUSHU). The secondary aim was to assess whether the six-week RUSHU was predictive of nonunion at six months after the injury. Initially, 20 patients with radiographs six weeks following a humeral shaft fracture were selected at random from a trauma database and scored by three observers, based on the Radiographic Union Scale for Tibial fractures system. After refinement of the RUSHU criteria, a second group of 60 patients with radiographs six weeks after injury, 40 with fractures that united and 20 with fractures that developed nonunion, were scored by two blinded observers.Aims
Patients and Methods
The management of a significant bony defect following excision
of a diaphyseal atrophic femoral nonunion remains a challenge. We
present the outcomes using a combined technique of acute femoral
shortening, stabilized with a long retrograde intramedullary nail,
accompanied by bifocal osteotomy compression and distraction osteogenesis with
a temporary monolateral fixator. Eight men and two women underwent the ‘rail and nail’ technique
between 2008 and 2016. Proximal locking of the nail and removal
of the external fixator was undertaken once the length of the femur
had been restored and prior to full consolidation of the regenerate.Aims
Patients and Methods
This study describes the use of the Masquelet technique to treat
segmental tibial bone loss in 12 patients. This retrospective case series reviewed 12 patients treated between
2010 and 2015 to determine their clinical outcome. Patients were
mostly male with a mean age of 36 years (16 to 62). The outcomes
recorded included union, infection and amputation. The mean follow-up
was 675 days (403 to 952). Aims
Patients and Methods
External fixators are the traditional fixation method of choice for contaminated open fractures. However, patient acceptance is low due to the high profile and therefore physical burden of the constructs. An externalised locking compression plate is a low profile alternative. However, the biomechanical differences have not been assessed. The objective of this study was to evaluate the axial and torsional stiffness of the externalised titanium locking compression plate (ET-LCP), the externalised stainless steel locking compression plate (ESS-LCP) and the unilateral external fixator (UEF). A fracture gap model was created to simulate comminuted mid-shaft tibia fractures using synthetic composite bones. Fifteen constructs were stabilised with ET-LCP, ESS-LCP or UEF (five constructs each). The constructs were loaded under both axial and torsional directions to determine construct stiffness.Objectives
Methods
Bisphosphonates are widely used as first-line treatment for primary and secondary prevention of fragility fractures. Whilst they have proved effective in this role, there is growing concern over their long-term use, with much evidence linking bisphosphonate-related suppression of bone remodelling to an increased risk of atypical subtrochanteric fractures of the femur (AFFs). The objective of this article is to review this evidence, while presenting the current available strategies for the management of AFFs. We present an evaluation of current literature relating to the pathogenesis and treatment of AFFs in the context of bisphosphonate use.Objectives
Methods
This is a prospective randomised study which compares the radiological
and functional outcomes of ring and rail fixators in patients with
an infected gap (>
3 cm) nonunion of the tibia. Between May 2008 and February 2013, 70 patients were treated
at our Institute for a posttraumatic osseocutaneous defect of the
tibia measuring at least 3 cm. These were randomised into two groups
of 35 patients using the lottery method. Group I patients were treated
with a ring fixator and group II patients with a rail fixator. The
mean age was 33.2 years (18 to 64) in group I and 29.3 years (18
to 65) in group II. The mean bone gap was 5.84 cm in group I and 5.78
cm in group II. The mean followup was 33.8 months in group I and 32.6 months
in group II. Bone and functional results were assessed using the
classification of the Association for the Study and Application
of the Method of Ilizarov (ASAMI). Functional results were also
assessed at six months using the short musculoskeletal functional
assessment (SMFA) score.Aims
Patients and Methods
The aim of this study was to identify risk factors for the failure
of exchange nailing in nonunion of tibial diaphyseal fractures. A cohort of 102 tibial diaphyseal nonunions in 101 patients with
a mean age of 36.9 years (15 to 74) were treated between January
1992 and December 2012 by exchange nailing. Of which 33 (32%) were
initially open injuries. The median time from primary fixation to
exchange nailing was 6.5 months (interquartile range (IQR) 4.3 to
9.8 months). The main outcome measures were union, number of secondary fixation
procedures required to achieve union and time to union. Univariate analysis and multiple regression were used to identify
risk factors for failure to achieve union. Aims
Patients and Methods
The management of open lower limb fractures in the United Kingdom
has evolved over the last ten years with the introduction of major
trauma networks (MTNs), the publication of standards of care and
the wide acceptance of a combined orthopaedic and plastic surgical approach
to management. The aims of this study were to report recent changes
in outcome of open tibial fractures following the implementation
of these changes. Data on all patients with an open tibial fracture presenting
to a major trauma centre between 2011 and 2012 were collected prospectively.
The treatment and outcomes of the 65 Gustilo Anderson Grade III
B tibial fractures were compared with historical data from the same
unit. Aims
Patients and Methods
Paediatric fractures are common and can cause
significant morbidity. Socioeconomic deprivation is associated with an
increased incidence of fractures in both adults and children, but
little is known about the epidemiology of paediatric fractures.
In this study we investigated the effect of social deprivation on
the epidemiology of paediatric fractures. We compiled a prospective database of all fractures in children
aged <
16 years presenting to the study centre. Demographics,
type of fracture, mode of injury and postcode were recorded. Socioeconomic
status quintiles were assigned for each child using the Scottish
Index for Multiple Deprivation (SIMD). We found a correlation between increasing deprivation and the
incidence of fractures (r = 1.00, p <
0.001). In the most deprived
group the incidence was 2420/100 000/yr, which diminished to 1775/100
000/yr in the least deprived group. The most deprived children were more likely to suffer a fracture
as a result of a fall (odds ratio (OR) = 1.5, p <
0.0001), blunt
trauma (OR = 1.5, p = 0.026) or a road traffic accident (OR = 2.7,
p <
0.0001) than the least deprived. These findings have important implications for public health
and preventative measures. Cite this article:
The aim of this study was to report the incidence
of arthrofibrosis of the knee and identify risk factors for its development
following a fracture of the tibial plateau. We carried out a retrospective
review of 186 patients (114 male, 72 female) with a fracture of
the tibial plateau who underwent open reduction and internal fixation.
Their mean age was 46.4 years (19 to 83) and the mean follow-up
was16.0 months (6 to 80). A total of 27 patients (14.5%) developed arthrofibrosis requiring
a further intervention. Using multivariate regression analysis,
the use of a provisional external fixator (odds ratio (OR) 4.63,
95% confidence interval (CI) 1.26 to 17.7, p = 0.021) was significantly
associated with the development of arthrofibrosis. Similarly, the
use of a continuous passive movement (CPM) machine was associated
with significantly less development of arthrofibrosis (OR = 0.32,
95% CI 0.11 to 0.83, p = 0.024). The effect of time in an external
fixator was found to be significant, with each extra day of external
fixation increasing the odds of requiring manipulation under anaesthesia
(MUA) or quadricepsplasty by 10% (OR = 1.10, p = 0.030). High-energy
fracture, surgical approach, infection and use of tobacco were not
associated with the development of arthrofibrosis. Patients with
a successful MUA had significantly less time to MUA (mean 2.9 months; Based our results, CPM following operative fixation for a fracture
of the tibial plateau may reduce the risk of the development of
arthrofibrosis, particularly in patients who also undergo prolonged
provisional external fixation. Cite this article:
It is becoming increasingly common for a patient
to have ipsilateral hip and knee replacements. The inter-prosthetic (IP)
distance, the distance between the tips of hip and knee prostheses,
has been thought to be associated with an increased risk of IP fracture.
Small gap distances are generally assumed to act as stress risers,
although there is no real biomechanical evidence to support this. The purpose of this study was to evaluate the influence of IP
distance, cortical thickness and bone mineral density on the likelihood
of an IP femoral fracture. A total of 18 human femur specimens were randomised into three
groups by bone density and cortical thickness. For each group, a
defined IP distance of 35 mm, 80 mm or 160 mm was created by choosing
the appropriate lengths of component. The maximum fracture strength
was determined using a four-point bending test. The fracture force of all three groups was similar (p = 0.498).
There was a highly significant correlation between the cortical
area and the fracture strength (r = 0.804, p <
0.001), whereas
bone density showed no influence. This study suggests that the IP distance has little influence
on fracture strength in IP femoral fractures: the thickness of the
cortex seems to be the decisive factor. Cite this article:
Unstable bicondylar tibial plateau fractures
are rare and there is little guidance in the literature as to the
best form of treatment. We examined the short- to medium-term outcome
of this injury in a consecutive series of patients presenting to
two trauma centres. Between December 2005 and May 2010, a total
of 55 fractures in 54 patients were treated by fixation, 34 with
peri-articular locking plates and 21 with limited access direct
internal fixation in combination with circular external fixation
using a Taylor Spatial Frame (TSF). At a minimum of one year post-operatively,
patient-reported outcome measures including the WOMAC index and
SF-36 scores showed functional deficits, although there was no significant
difference between the two forms of treatment. Despite low outcome scores,
patients were generally satisfied with the outcome. We achieved
good clinical and radiological outcomes, with low rates of complication.
In total, only three patients (5%) had collapse of the joint of
>
4 mm, and metaphysis to
Fractures in patients aged ≥ 65 years constitute
an increasing burden on health and social care and are associated with
a high morbidity and mortality. There is little accurate information
about the epidemiology of fractures in the elderly. We have analysed
prospectively collected data on 4786 in- and out-patients who presented
with a fracture over two one-year periods. Analysis shows that there
are six patterns of the incidence of fractures in patients aged ≥ 65
years. In males six types of fracture increase in incidence after
the age of 65 years and 11 types increase in females aged over 65
years. Five types of fracture decrease in incidence after the age
of 65 years. Multiple fractures increase in incidence in both males
and females aged ≥ 65 years, as do fractures related to falls. Analysis of the incidence of fractures, together with life expectancy,
shows that the probability of males and females aged ≥ 65 years
having a fracture during the rest of their life is 18.5% and 52.0%,
respectively. The equivalent figures for males and females aged ≥ 80
years are 13.3% and 34.8%, respectively. Cite this article:
Bicondylar tibial plateau fractures result from
high-energy injuries. Fractures of the tibial plateau can involve
the tibial tubercle, which represents a disruption to the extensor
mechanism and logically must be stabilised. The purpose of this
study was to identify the incidence of an independent tibial tubercle
fracture in bicondylar tibial plateau fractures, and to report management
strategies and potential complications. We retrospectively reviewed
a prospectively collected orthopaedic trauma database for the period
January 2003 to December 2008, and identified 392 bicondylar fractures
of the tibial plateau, in which 85 tibial tubercle fractures (21.6%)
were identified in 84 patients. There were 60 men and 24 women in
our study group, with a mean age of 45.4 years (18 to 71). In 84 fractures
open reduction and internal fixation was undertaken, either with
screws alone (23 patients) or with a plate and screws (61 patients).
The remaining patient was treated non-operatively. In all, 52 fractures
were available for clinical and radiological assessment at a mean
follow-up of 58.5 weeks (24 to 94). All fractures of the tibial
tubercle united, but 24 of 54 fractures (46%) required a secondary
procedure for their tibial plateau fracture. Four patients reported
pain arising from prominent tubercle plates and screws, which in
one patient required removal. Tibial tubercle fractures occurred
in over one-fifth of the bicondylar tibial plateau fractures in
our series. Fixation is necessary and can be reliably performed
with screws alone or with a screw and plate, which restores the
extensor mechanism and facilitates early knee flexion. Cite this article: