Aims. To determine the major risk factors for unplanned reoperations (UROs) following corrective surgery for adult spinal deformity (ASD) and their interactions, using machine learning-based prediction algorithms and game theory. Methods. Patients who underwent surgery for ASD, with a minimum of two-year follow-up, were retrospectively reviewed. In total, 210 patients were included and randomly allocated into training (70% of the sample size) and test (the remaining 30%) sets to develop the machine learning algorithm. Risk factors were included in the analysis, along with clinical characteristics and parameters acquired through
The primary aim of this study was to determine the ten-year outcome following surgical treatment for femoroacetabular impingement (FAI). We assessed whether the evolution of practice from open to arthroscopic techniques influenced outcomes and tested whether any patient, radiological, or surgical factors were associated with outcome. Prospectively collected data of a consecutive single-surgeon cohort, operated for FAI between January 2005 and January 2015, were retrospectively studied. The cohort comprised 393 hips (365 patients; 71% male (n = 278)), with a mean age of 34.5 years (SD 10.0). Over the study period, techniques evolved from open surgical dislocation (n = 94) to a combined arthroscopy-Hueter technique (HA + Hueter; n = 61) to a pure arthroscopic technique (HA; n = 238). Outcome measures of interest included modes of failures, complications, reoperation, and patient-reported outcome measures (PROMs). Demographic, radiological, and surgical factors were tested for possible association with outcome.Aims
Methods
Anterior cruciate ligament (ACL) graft failure from rupture, attenuation, or malposition may cause recurrent subjective instability and objective laxity, and occurs in 3% to 22% of ACL reconstruction (ACLr) procedures. Revision ACLr is often indicated to restore knee stability, improve knee function, and facilitate return to cutting and pivoting activities. Prior to reconstruction, a thorough clinical and diagnostic evaluation is required to identify factors that may have predisposed an individual to recurrent ACL injury, appreciate concurrent intra-articular pathology, and select the optimal graft for revision reconstruction. Single-stage revision can be successful, although a staged approach may be used when optimal tunnel placement is not possible due to the position and/or widening of previous tunnels. Revision ACLr often involves concomitant procedures such as meniscal/chondral treatment, lateral extra-articular augmentation, and/or osteotomy. Although revision ACLr reliably restores knee stability and function, clinical outcomes and reoperation rates are worse than for primary ACLr. Cite this article:
There is increasing popularity in the use of artificial intelligence and machine-learning techniques to provide diagnostic and prognostic models for various aspects of Trauma & Orthopaedic surgery. However, correct interpretation of these models is difficult for those without specific knowledge of computing or health data science methodology. Lack of current reporting standards leads to the potential for significant heterogeneity in the design and quality of published studies. We provide an overview of machine-learning techniques for the lay individual, including key terminology and best practice reporting guidelines. Cite this article:
Purpose of the study: Recent studies have shown that the incidence of certain cancers would be due to ionising radiation received during
Pre-operative planning for limb deformity correction involves detailed imaging of the lower limb to define the level, magnitude and direction of deformity. This is then used to plan the correction by defining the centre of rotational alignment (CORA). The method as described by Paley and Hertzenberg involves the use of orthogonal radiographs of the lower limbs using long cassettes (130 cm) taken from a distance of 305 cm to minimize magnification. This method requires special equipment, trained radiographers and multiple doses of radiation even when each radiograph was perfectly positioned first time every time. We present a work in progress replacing the radiographs with a “virtual 3D” CT dataset of the lower limb which we hope will improve the ability to pre-operatively plan deformity correction, but at a lower cost in terms of skill, equipment and dose. Whole limb CT is too costly in terms of time and radiation dose for this to be suitable. New multislice CT systems allow a single coherent study to include segments of unscanned data. Thus it is possible to run a single series through a lower limb to include the articular surfaces, but excluding the diaphyseal segments (gaps). This reduces the radiation exposure to the patient. Such data when entered into suitable DICOM image manipulation software allows the Radiologist or Surgeon to measure and assess the deformity with great precision. Such software is available on the
Introduction and Aims: A number of x-ray appearances have been identified as indicative of discoid menisci. None are reliable or statistically significant. The purpose of this paper is to identify a reliable radiographic sign, diagnostic of the discoid lateral meniscus. Method: The anteroposterior view radiographs of 14 knees in 13 patients with arthroscopically proven discoid meniscus were studied. Ages ranged from 11 to 26, with a mean age of 18.4 ± 4.84 years, right to left ratio 9/5, male to female ratio 8/5. Fifteen normal knees in 14 people were used as a control group, age from 11 to 30, mean age 16.20 ± 6.41, right to left ratio 8/7, male to female ratio 6/8. The parameters measured were: Lateral Joint Space (LJS); Height of the Lateral Tibial Spine (LTS); change of the Medial Tibial Spine (MTS); Height of Fibular Head (HFH); changes of the Edge of the Lateral Tibial Plateau (ELTP), cupping of the lateral tibial plateau, and squaring of the lateral femoral condyle. Results: There was no significant difference between the two groups in LJS, height of LTS, cupping of the lateral tibial plateau, and squaring off of the lateral femoral condyle. There was a difference between the two groups in HFH which was statistically significant at an absolute value of p = 0.033, but not significant in normalised value p = 0.056. The medial tibial spine was sharpened in three patients. There were 12 positive changes on ELTP out of 14 patients (85.71%) in the discoid group, while only one positive of 15 (6.67%) in the normal group, and the difference between the two groups was statistically significant at p<
0.01. The diagnosis parameters were Sensitivity (Se) = 85.71%, Specificity (Sp) = 93.33%, Positive predictive value (PV+) = 92.31%, Negative predictive value (PV−) = 87.50%, Correct rate (ñ) = 89.66%. The typical change on the edge of lateral tibial plateau is sharpening and/or formation of a spur. Conclusion: Sharpening with spur formation on the edge of lateral tibial plateau is a
Introduction. The treatment of chronic osteomyelitis involves a debridement of affected non-viable tissue and the use of antibiotics. Where surgery leaves a cavity, dead space management is practised with antibiotic impregnated cement. These depots of local antibiotics are variable in elution properties and need removal. We review the use of bioabsorbable synthetic calcium sulphate as a carrier of gentamicin and as an adjunct in treating intramedullary osteomyelitis. Methods. A retrospective review of cases treated consecutively from 2006 to 2010 was undertaken. Variables recorded included aetiology, previous interventions,
The treatment of chronic osteomyelitis involves a debridement of affected non-viable tissue and the use of antibiotics. Where surgery leaves a cavity, dead space management is practised with antibiotic impregnated cement. These depots of local antibiotics are variable in elution properties and need removal. We review the use of bioabsorbable synthetic calcium sulphate as a carrier of gentamicin and as an adjunct in treating intramedullary osteomyelitis. A retrospective review of cases treated consecutively from 2006 to 2010 in the Royal Liverpool University Hospital was undertaken. Variables recorded included aetiology, previous interventions,
The diagnosis of painful heel syndrome is quite common in any busy orthopaedics OPD. Though neoplasm and infections are not uncommon in calcaneum, the surgeon does not suspect infection unless there is an obvious history of punctured wound or constitutional symptoms. As such till date there is no series of large number of cases of calcaneal tuberculosis. We present our experience with 39 cases of calcaneal tuberculosis which include 2 cases of simultaneous bilateral symmetric involvement and 13 cases of tubercular lesion at the site of the attachment of Tendoachilles and Plantar Fascia. A classification of calcaneal tuberculosis is proposed. Material &
Methods: (n=39) age 6–60 years; male: female – 20:19; duration of symptoms – 2 weeks to 8 years; “Heel up” sign present in 19 cases; X-ray showed erosive lesion at the site of Tendoachilles attachment (enthesitic type lesion) – 8 cases; erosive lesion at the site of Plantar Fascia attachment – 5 cases; Intraosseous lytic lesion(s) without subtalar joint involvment – 23 cases; subtalar joint involvemnet – 3 cases. FNAC was positive in 17 cases and core biopsy revealed tubercular material in 12 cases. All cases except one were treated conservatively. Discussion: The diagnosis and treatment of calcaneal tuberculosis are often delayed because the surgeon is unaware and signs and symptoms of calcaneal osteomyelitis are less dramatic than seen in osteomyelitis of long bones. The
In contrast to bony metastases, soft tissue metastases from carcinoma are rare. We reviewed all referrals to our Sarcoma Unit over an eight-year period, and found an incidence of soft tissue metastases from carcinoma of 1.4%. The most common mode of presentation was a painless soft tissue lump in a patient with an occult primary. Lung and kidney were the most frequent primary sources. Overall, prognosis was poor, with a mean survival of 9.4 months. Renal tumours however had a much better prognosis that other types of tumours. Treatment should be individualised according to the underlying disease and the prognosis. Although much rarer than primary soft tissue sarcomas, soft tissue metastases from carcinoma should remain a differential diagnosis in any patient presenting with a suspicious soft tissue lump. Introduction: Carcinoma most commonly metastasises via the lymphatic system firstly to the regional lymph nodes and then into the general circulation. Dependent upon the primary site of tumour, metastases from carcinoma commonly occur to the lungs, liver and bone. Distant metastases to the soft tissues are rare. There are few published case series (. 1. ,. 2. ) – the majority of the literature containing only case reports. We report a series of 10 cases of soft tissue metastases from carcinoma, collected from retrospective review of the case notes of consecutive patients referred over a eight year period to our Sarcoma Unit with a soft tissue lump, suspicious of a sarcoma. Patients and Methods: We retrospectively reviewed the case notes of consecutive patients over a eight year period (April 1995 – April 2003) referred to our Unit with a soft tissue lump, suspicious of a sarcoma. All patients underwent magnetic resonance (MR) scanning, and then trucut or open biopsy of the lesion. Dependent on the histological and MR findings, patients then underwent computer tomography (CT) of the chest and ultrasound examination of the abdomen. Included in this series were all patients with a histologically proven, soft tissue (skeletal muscle or subcutaneous tissue) metastatic carcinomatous deposit. Demographic,
This review describes the development of arthroscopy of the hip over the past 15 years with reference to patient assessment and selection, the technique, the conditions for which it is likely to prove useful, the contraindications and complications related to the procedure and, finally, to discuss possible developments in the future.