The diagnosis of developmental dysplasia of the hip (DDH) is challenging owing to extensive variation in paediatric pelvic anatomy. Artificial intelligence (AI) may represent an effective diagnostic tool for DDH. Here, we aimed to develop an anteroposterior pelvic radiograph deep learning system for diagnosing DDH in children and analyze the feasibility of its application. In total, 10,219 anteroposterior pelvic radiographs were retrospectively collected from April 2014 to December 2018. Clinicians labelled each radiograph using a uniform standard method. Radiographs were grouped according to age and into ‘dislocation’ (dislocation and subluxation) and ‘non-dislocation’ (normal cases and those with dysplasia of the acetabulum) groups based on clinical diagnosis. The deep learning system was trained and optimized using 9,081 radiographs; 1,138 test radiographs were then used to compare the diagnoses made by deep learning system and clinicians. The accuracy of the deep learning system was determined using a receiver operating characteristic curve, and the consistency of acetabular index measurements was evaluated using Bland-Altman plots.Aims
Methods
The aim of this study was to investigate the changes in femoral
trochlear morphology following surgical correction of recurrent
patellar dislocation associated with trochlear dysplasia in children. A total of 23 patients with a mean age of 9.6 years (7 to 11)
were included All had bilateral recurrent patellar dislocation associated
with femoral trochlear dysplasia. The knee with traumatic dislocation
at the time of presentation or that had dislocated most frequently
was treated with medial patellar retinacular plasty (Group S). The
contralateral knee served as a control and was treated conservatively
(Group C). All patients were treated between October 2008 and August
2013. The mean follow-up was 48.7 months (43 to 56). Axial CT scans
were undertaken in all patients to assess the trochlear morphological
characteristics on a particular axial image which was established
at the point with the greatest epicondylar width based on measurements
preoperatively and at the final follow-up.Aims
Patients and Methods
Many aspects of the surgical treatment of patients with tuberculosis
(TB) of the spine, including the use of instrumentation and the
types of graft, remain controversial. Our aim was to report the
outcome of a single-stage posterior procedure, with or without posterior
decompression, in this group of patients. Between 2001 and 2010, 51 patients with a mean age of 62.5 years
(39 to 86) underwent long posterior instrumentation and short posterior
or posterolateral fusion for TB of the thoracic and lumbar spines,
followed by anti-TB chemotherapy for 12 months. No anterior debridement
of the necrotic tissue was undertaken. Posterior decompression with
laminectomy was carried out for the 30 patients with a neurological
deficit.Aim
Patients and Methods
In this study of patients who underwent internal fixation without
fusion for a burst thoracolumbar or lumbar fracture, we compared
the serial changes in the injured disc height (DH), and the fractured
vertebral body height (VBH) and kyphotic angle between patients
in whom the implants were removed and those in whom they were not. Radiological
parameters such as injured DH, fractured VBH and kyphotic angle
were measured. Functional outcomes were evaluated using the Greenough
low back outcome scale and a VAS scale for pain. Between June 1996 and May 2012, 69 patients were analysed retrospectively;
47 were included in the implant removal group and 22 in the implant
retention group. After a mean follow-up of 66 months (48 to 107),
eight patients (36.3%) in the implant retention group had screw
breakage. There was no screw breakage in the implant removal group.
All radiological and functional outcomes were similar between these
two groups. Although solid union of the fractured vertebrae was
achieved, the kyphotic angle and the anterior third of the injured
DH changed significantly with time (p <
0.05). Methods
Results
Cardiac disease in patients with ankylosing spondylitis
(AS) has previously been studied but not in patients with a kyphosis
or in those who have undergone an operation to correct it. The aim of this study was to measure the post-operative changes
in cardiac function of patients with an AS kyphosis after pedicle
subtraction osteotomy (PSO). The original cohort consisted of 39 patients (33 men, six women).
Of these, four patients (two men, two women) were lost to follow-up
leaving 35 patients (31 men, four women) to study. The mean age
of the remaining patients was 37.4 years (22.3 to 47.8) and their
mean duration of AS was 17.0 years (4.6 to 26.4). Echocardiographic measurements,
resting heart rate (RHR), physical function score (PFS), and full-length
standing spinal radiographs were obtained before surgery and at
the two-year follow-up. The mean pre-operative RHR was 80.2 bpm (60.6 to 112.3) which
dropped to a mean of 73.7 bpm (60.7 to 90.6) at the two-year follow-up
(p = 0.0000). Of 15 patients with normal ventricular function pre-operatively,
two developed mild left ventricular diastolic dysfunction (LVDD)
at the two-year follow-up. Of 20 patients with mild LVDD pre-operatively
only five had this post-operatively. Overall, 15 patients had normal
LV diastolic function before their operation and 28 patients had
normal LV function at the two-year follow-up. The clinical improvement was 15 out of 20 (75.0%): cardiac function
in patients with AS whose kyphosis was treated by PSO was significantly
improved. Cite this article:
