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Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_11 | Pages 99 - 99
1 Dec 2020
Gouk C Steele C Hackett N Tudor F
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Introduction. The transition from resident to registrar constitutes a steep learning curve in most medical practitioners’ careers, regardless of speciality. We aimed to determine whether a six-week orthopaedic surgical skills course could increase resident skills and confidence prior to transitioning to orthopaedic registrar within the Gold Coast University Hospital, Queensland, Australia. Materials. Unaccredited registrars, orthopaedic trainees, and orthopaedic consultants, through a departmental peer reviewed process and survey, developed a six-session course (“Registrar Academy”) that included basic knowledge and essential practical skills training for residents with an interest in becoming orthopaedic registrars. This course was implemented over a 3-month period and assessed. Mixed method quantitative and qualitative evidence was sought via a 14-item and 18-item Likert scale questionnaire coupled with open-ended questions. Ethical approval was granted by our institutions Human Research and Ethics Comittee, reference no.: HREC/16/QGC336. Results/Discussion. Results were qualitatively synthesised using quantitative and qualitative data. Thirteen residents participated in the course. All residents agreed to statements indicating they felt unprepared to work as an orthopaedic registrar and were not confident in performing various core tasks required. After completing the course, residents indicated greater confidence or comfort in all these areas and felt better prepared for the transition to registrar. There was broad approval of the course among participants. Every participant who completed the final questionnaire agreed or strongly agreed that they enjoyed the course and that it taught usable, reproducible practical skills and increased their orthopaedic knowledge. This group also uniformly agreed or strongly agreed that the course improved their patient care and patient safety. Conclusion. Residents feel unprepared for their transition to orthopaedic registrar and lack confidence in several core competencies. A supplemental “Registrar Academy” within an institution is an effective way to improve knowledge, confidence, and practical skills for residents wishing to transition to a registrar position


Orthopaedic Proceedings
Vol. 97-B, Issue SUPP_6 | Pages 20 - 20
1 May 2015
Taylor C Mole R Williams M
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Derriford Hospital gained Major Trauma Centre (MTC) status in April 2012, this led to a significant increase in the trauma case load. Our aim was to review registrar exposure to theatre and clinic in the elective and trauma setting. This was then compared to audits performed pre-MTC status and shortly following MTC changes to see if training standards were being maintained. Improvements in registrar rota planning were made following the previous assessment of training. Training was assessed with respect to national recommendations for registrar training. Data was collected for 8 weeks in February and March 2014 for all 12 registrars, and cross-referenced with the on-call and daily rota. The data was divided into training and non -training registrars. Elective exposure had improved in both theatres and clinic along with trauma theatre exposure whilst fracture clinic exposure had reduced since the previous audit. The reduction may be a result of the on-call registrar no longer being present in fracture clinic when on-call in compliance with MTC guidance. Rota management requires a fine balance between service and training commitments. Recent improvements to the management of the registrar rota appear to provide satisfactory training despite the pressures of MTC changes at Derriford Hospital


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_III | Pages 463 - 463
1 Aug 2008
Talwalkar N Roy W Johnson S
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The process of training orthopaedic registrars in the technique of lower limb arthroplasty (hip & knee) requires a long learning curve. The practice of consultant supervised operating should not compromise the final outcome and patient care. The aim of this study was to compare complication rates of lower limb arthroplasties performed by orthopaedic trainees with the national average. We reviewed specialist registrar operating over a one year period between January 2003–January 2004 with reference to lower limb arthroplasty surgery (hip and knee replacements). A postal questionnaire was sent to 24 specialist registrars on The Welsh Orthopaedic Higher Training Programme in confidence. Complications enquired about were:. infection;. deep vein thrombosis and pulmonary embolism;. dislocation. Data obtained was analysed and individual complication rates were compared with the national United Kingdom average. Complication rates for registrar operated patients were comparable if not lower than the national average. Outcomes after lower limb arthroplasty did not differ between consultants and trainees with regards to complications. The authors conclude that consultant supervised lower limb arthroplasties performed by trainee orthopaedic surgeons is safe and not associated with higher complication rates as one would believe


Orthopaedic Proceedings
Vol. 87-B, Issue SUPP_II | Pages 160 - 160
1 Apr 2005
Chambers I Hide G Bayliss N
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Aim: To audit the accuracy and efficacy of injections for subacromial impingement administered by our medical staff and specialist role physiotherapist. Methods: 49 patients presenting to the outpatient clinic with subacromial impingement agreed to take part in the study. They were allocated according to date of referral to either the consultant, the physiotherapist or registrar grade for injection via an anterior approach into the subacromial bursa. The therapeutic injection contained a specified volume of radiocontrast as well as depomedrone and lignocaine. Antero-posterior and scapula-Y radiographs were performed immediately after injection. The Constant shoulder score was evaluated before and at six weeks after injection and all radiographs were reviewed by an independent, blinded radiologist recording the position of contrast. Results: Accuracy rates of 67% through an anterior approach were obtained by both the consultant and the physiotherapist. At registrar level 48% accuracy was achieved. Improvement in shoulder score was obtained in 70% of patients with accurate injections, but additionally in 59% of patients with inaccurate injections. Only 7% of cases had contrast confined to the subacromial space; in the remainder, contrast tracked medially around the rotator cuff muscle bellies in 59%, gleno-humeral joint in 20% and within the cuff tendon in 16%. Conclusions: In our practice, the specialist physiotherapist already has an established role in administering therapeutic subacromial injections. Our audit demonstrates acceptable and equal accuracy to the consultant which we feel justifies this particular part of their role. However, at registrar grade the level of accuracy is reduced and most likely reflects inexperience, as over time accuracy improved. Interestingly, shoulder function scores have improved in over half of impingement patients with inaccurate injections which may reflect a generalised ‘field’ effect of steroid on the shoulder


Bone & Joint Open
Vol. 5, Issue 8 | Pages 697 - 707
22 Aug 2024
Raj S Grover S Spazzapan M Russell B Jaffry Z Malde S Vig S Fleming S

Aims

The aims of this study were to describe the demographic, socioeconomic, and educational factors associated with core surgical trainees (CSTs) who apply to and receive offers for higher surgical training (ST3) posts in Trauma & Orthopaedics (T&O).

Methods

Data collected by the UK Medical Education Database (UKMED) between 1 January 2014 and 31 December 2019 were used in this retrospective longitudinal cohort study comprising 1,960 CSTs eligible for ST3. The primary outcome measures were whether CSTs applied for a T&O ST3 post and if they were subsequently offered a post. A directed acyclic graph was used for detecting confounders and adjusting logistic regression models to calculate odds ratios (ORs), which assessed the association between the primary outcomes and relevant exposures of interest, including: age, sex, ethnicity, parental socioeconomic status (SES), domiciliary status, category of medical school, Situational Judgement Test (SJT) scores at medical school, and success in postgraduate examinations. This study followed STROBE guidelines.


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_III | Pages 103 - 103
1 Feb 2012
Clifton R Hay D Powell J Sharp D
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Introduction

Following the publication of our original survey in 2000 (Eur. Sp. J. 11(6):515-8 2002) we have sought to re-evaluate the perceptions and attitudes towards spinal surgery of the current UK orthopaedic Specialist Registrars (SpRs), and to identify factors influencing an interest in spinal surgery. At that time 175 orthopaedic spinal surgeons in the UK needed to increase by 25% to satisfy parity with other European countries.

Methods

A postal questionnaire was sent to all 917 SpRs. The questionnaire sought to identify perceptions in spinal surgery, levels of current training and practice, and intentions to pursue a career in spinal surgery.


Orthopaedic Proceedings
Vol. 85-B, Issue SUPP_III | Pages 194 - 194
1 Mar 2003
Conn K Sharp D Gardner A
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Introduction: In order to improve the provision of Spinal Surgery in the United Kingdom, the number of Specialist Spinal Surgeons and Surgeons with an Interest in Spinal Surgery needs to increase by 25% from the existing 175 surgeons. There is an expected shortage of Orthopaedic Specialist Registrars (SpRs) planning careers in Spinal Surgery not only to maintain the status quo, with one third of Specialist Spinal Surgeons due to retire in the next three years, but also to provide the needed expansion in numbers.

Methods and results: A postal survey of the 528 SpRs was performed with a response rate fo 71%. The critical question was the post accreditation intention as either a Specialist Spinal Surgeon (greater than 70% of elective work), as a Surgeon with an Interest in Spinal Surgery (more than 30% of elective work), a surgeon doing occasional Spinal Surgery (less than 30% of elective work) or one who avoids all Spinal Surgery. This attitude could then be taken into account when analysing the training provided and the perceptions of Spinal Surgery to identify factors which could be discouraging an interest in Spinal Surgery.

Sixty-nine per cent indicated that they intended to avoid all Spinal Surgery. Thirty-five (9%) intended becoming either Specialist Spinal Surgeons or Surgeons with a Spinal Interest but only nine (2%) are in their final two years of training. The declared intention to avoid Spinal Surgery increases from 54% in the first two years of training, to 70% in the middle two years, and to 75% in the final two years and post C.C.S.T. fellowships. There should be 24 newly accredited Specialist Spinal Surgeons based on a projection of the 4.3% response intending to become Specialist Spinal Surgeons. This leaves a shortfall of 34 Specialist Spinal Surgeons by 2005.

The survey has revealed three main features of Spinal Surgery which appear to have a negative effect on the attitude of the SpRs to Spinal Surgery and overwhelm the potentially attractive features. These are badly organised clinics; the perceived psychological complications of spinal patients; and a perceived inadequate exposure to Spinal Surgery during their training.

Conclusion: It is clear from the response of SpRs that there are important misconceptions concerning Spinal Surgery, together with the shortcomings of training and of the provision of services within the NHS. These have to be addressed urgently if the speciality is to become more attractive to them. Areas where positive action can be taken include the modification of training programmes so that all SpRs are exposed to Spinal Surgery in the formative first three years; properly structured spinal clinics; and above all the need for Spinal Surgeons to be encouraging and enthusiastic about a field of surgery which provides some of the exciting challenges in Orthopaedic Surgery.


Orthopaedic Proceedings
Vol. 85-B, Issue SUPP_II | Pages 114 - 114
1 Feb 2003
Conn KS Sharp DJ Gardner ADH
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To quantify the expected shortage of Orthopaedic Specialist Registrars (SpRs) planning careers in Spinal Surgery with one third of Specialist Spinal Surgeons due to retire in the next 3 years and to provide the needed expansion of 25% in the existing number of 175 surgeons.

A postal survey of the 528 SpRs was performed with a response rate of 71%. The critical question was the post accreditation intention as either a Specialist Spinal Surgeon (greater than 70% of elective work), as a Surgeon with an Interest in Spinal Surgery (more than 30% of elective work), a surgeon doing occasional Spinal Surgery (less than 30% of elective work) or one who avoids all Spinal Surgery. This attitude could then be taken into account when analysing the training provided and the perceptions of Spinal Surgery to identify factors which could be discouraging an interest in Spinal Surgery.

Sixty nine percent indicated that they intended to avoid all Spinal Surgery. Thirty five (9%) intended becoming either Specialist Spinal Surgeons or Surgeons with a Spinal Interest but only 9 (2%) are in their final two years of training. The declared intention to avoid Spinal Surgery increases from 54% in the first 2 years of training, to 70% in the middle 2 years, and to 75% in the final 2 years and post CCST fellowships. Based on a projection of the 4. 3% response intending to become Specialist Spinal Surgeons there will be a shortfall of 34 Specialist Spinal Surgeons by 2005.

The features of Spinal Surgery which appear to have a negative affect and overwhelm the potentially attractive features are badly organised clinics; the perceived psychological complications of spinal patients; and a perceived inadequate exposure to spinal surgery during SpR training.

The modification of training programmes so that all SpRs are exposed to Spinal Surgery in the formative first three years; properly structured spinal clinics; and a need for Spinal Surgeons to be encouraging and enthusiastic about this field of surgery are essential.


Orthopaedic Proceedings
Vol. 84-B, Issue SUPP_III | Pages 342 - 342
1 Nov 2002
Conn KS Gardner ADH Sharp. DJ
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Objectives: To surgery the UK Specialist Orthopaedic Registrars (SpRs) to assess their perceptions of and attitudes towards spinal surgery, and to identify factors discouraging interest in spinal surgery.

Introduction: In order to improve the provision of spinal surgery in the UK, the existing 175 Orthopaedic Surgeons with an interest in Spinal Surgery needs to increase by 25%. There is a predicted shortfall in the number of orthopaedic trainees intending to practise spinal surgery.

Methods: A postal questionnaire was sent to all 578 SpRs

Results: Three hundred and seventy-four replied (71%). Sixty-nine percent intend to avoid spinal surgery. Thirtyfive (9%) intend becoming either Specialist Spinal Surgeons or Surgeons with a Spinal interest. Their perceptions will be discussed; the intellectual challenge and opportunities for research are widely recognised but are outweighed by poor perceptions of outcomes of surgery, psychological complications, and of badly organised clinics. There is also inadequate exposure to spinal surgery during training.

Conclusions: Training in spinal surgery could be improved by exposure to spinal surgery at an earlier stage of training, and the development of more specialised units with properly structured spinal clinics to include triage systems to assess referrals and close liaison between the specialities required to treat these patients.


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_III | Pages 458 - 458
1 Aug 2008
Clifton R Hay D Powell J Sharp D
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Introduction: Following the publication of our original survey in 2000 (Eur. Sp. J.11(6):515–8 2002) we have sought to re-evaluate the perceptions and attitudes towards spinal surgery of the current UK orthopaedic Specialist Registrars (SpR’s), and to identify factors influencing an interest in spinal surgery. At that time 175 orthopaedic spinal surgeons in the UK needed to increase by 25% to satisfy parity with other European countries.

Methods: A postal questionnaire was sent to all 950 SpR’s. The questionnaire sought to identify perceptions in spinal surgery, levels of current training and practice, and intentions to pursue a career in spinal surgery.

Results: As before, a 70% response rate has confirmed that 74% of trainees intend to avoid spinal surgery (69% in 2000). However 10% are committed to become a Specialist Spinal Surgeon (9% in 2000). Their perceptions were wide ranging but most concluded that the intellectual challenge and opportunities for research are widely recognised. However enthusiasm is dampened by poor perceptions of outcomes from surgery, negative somatization and depression associations, complications and the fear of litigation. In some areas there is inadequate exposure to spinal surgery during the first 4 years of training.

Conclusions: Spinal surgery remains a career choice for 10% of surgical trainees (up 1% since 2000). With a large SpR expansion (578 to 950 SpRs in the last 5 years) an average of 16 new spinal surgeons annually will be produced over the next six years. This has improved on the figure of 8.6 per year from 2000 and represents a 200% increase in numbers per year. These figures suggest that by 2011 and allowing for retirement, there should be enough spinal surgeons to meet the desired UK/Europe ratio.



The Bone & Joint Journal
Vol. 105-B, Issue 9 | Pages 1007 - 1012
1 Sep 2023
Hoeritzauer I Paterson M Jamjoom AAB Srikandarajah N Soleiman H Poon MTC Copley PC Graves C MacKay S Duong C Leung AHC Eames N Statham PFX Darwish S Sell PJ Thorpe P Shekhar H Roy H Woodfield J

Aims. Patients with cauda equina syndrome (CES) require emergency imaging and surgical decompression. The severity and type of symptoms may influence the timing of imaging and surgery, and help predict the patient’s prognosis. Categories of CES attempt to group patients for management and prognostication purposes. We aimed in this study to assess the inter-rater reliability of dividing patients with CES into categories to assess whether they can be reliably applied in clinical practice and in research. Methods. A literature review was undertaken to identify published descriptions of categories of CES. A total of 100 real anonymized clinical vignettes of patients diagnosed with CES from the Understanding Cauda Equina Syndrome (UCES) study were reviewed by consultant spinal surgeons, neurosurgical registrars, and medical students. All were provided with published category definitions and asked to decide whether each patient had ‘suspected CES’; ‘early CES’; ‘incomplete CES’; or ‘CES with urinary retention’. Inter-rater agreement was assessed for all categories, for all raters, and for each group of raters using Fleiss’s kappa. Results. Each of the 100 participants were rated by four medical students, five neurosurgical registrars, and four consultant spinal surgeons. No groups achieved reasonable inter-rater agreement for any of the categories. CES with retention versus all other categories had the highest inter-rater agreement (kappa 0.34 (95% confidence interval 0.27 to 0.31); minimal agreement). There was no improvement in inter-rater agreement with clinical experience. Across all categories, registrars agreed with each other most often (kappa 0.41), followed by medical students (kappa 0.39). Consultant spinal surgeons had the lowest inter-rater agreement (kappa 0.17). Conclusion. Inter-rater agreement for categorizing CES is low among clinicians who regularly manage these patients. CES categories should be used with caution in clinical practice and research studies, as groups may be heterogenous and not comparable. Cite this article: Bone Joint J 2023;105-B(9):1007–1012


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_15 | Pages 84 - 84
7 Nov 2023
Jordaan K Coetzee K Charilaou J Jakoet S
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Orthopaedic surgery is a practical surgical specialization field, the exit exam for registrars remains written and oral. Despite logbook evaluation and surgical work-based assessments, the question remains: can registrars perform elective surgery upon qualification? In South Africa, obstacles to elective surgical training include the trauma workload, financial constraints, fellowships and the Covid pandemic. In hip and knee arthroplasty, new approaches like the direct anterior approach (DAA) and robotic-assisted knee surgery also contributed to the dilution of cases available for registrar training. There are concerns that orthopaedic registrars do not perform enough cases to achieve surgical proficiency. Review of the last 4 years of registrar logbooks in hip and knee arthroplasty surgery performed in a single tertiary academic hospital in South Africa. We included all primary total hip replacements (THR), total knee replacements (TKR) and hemiarthroplasties (HA) done for neck of femur (NOF) fractures between 1 April 2019 and 30 March 2023. Differentiation between registrar assisting, registrar performing with consultant supervision and registrar performing independent surgery was done. 990 hip arthroplasties (472 Primary THR, 216 NOF THR, 302 NOF HA) and 316 Primary TKR were performed during the study period. In primary elective THR the posterior approach was dominant and used in 76% of cases. In NOF THA the DAA was dominant used in 98% of cases. Primary TKR robotic-assisted technologies was used in 27% (n=94) cases. Registrars as the primary surgeon were the highest in NOF THA at 70% of cases and the lowest performing TKR at 25%. During 3-month rotations, an average registrar performed 12 (2 TKR and 10 THR) and assisted in 35 (10 TKR and 25 THR) cases. Despite the large number of arthroplasties operations being performed over the last 4-year period, the surgical cases done by registrars are below, the proposed minimal cases to provide surgical proficiency during their training period


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_15 | Pages 48 - 48
7 Nov 2023
Naidoo V Du Plessis J Milner B
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Distal radius fractures are common in South Africa. Accurate, decisive radiographic parameter interpretation is key in appropriate management. Digital radiographic facilities are rare in the public setting and goniometer usage is known to be low, thus, visual estimates are the primary form of radiographic assessment. Previous research associated orthopaedic experience with accuracy of distal radius fracture parameter estimation but, oftentimes, doctors treating orthopaedic patients are not experienced in orthopaedics. A cross-sectional questionnaire including four distal radius fracture radiographs administered to 149 orthopaedic doctors at three Johannesburg teaching hospitals. Participants grouped into ranks of: consultants (n=36), registrars (n=41), medical officers (n=20) and interns (n=52). Participants visually estimated values of distal radius fracture parameters, stated whether they would accept the position of the fractures and stated their percentage of routine usage of goniometers in real practice. The registrar group was most accurate in visually estimating radial height, whilst the interns were least accurate (p=0.0237). The consultant, registrar and medical officer groups were equally accurate in estimating radial inclination whilst the intern group was the least accurate (p<0.0001). The consultant and registrar group were equally accurate at estimating volar tilt, whilst the medical officer and intern groups were least accurate (p<0.0001). The Gwet's AC agreement was 0.1612 (p=0.047) for acceptance of position of the first radiograph, 0.8768 (p<0.0001) for the second, 0.8884 (p<0.0001) for the third and 0.8064 (p<0.0001) for the fourth. All groups showed no difference in goniometer usage, using them largely 0–25% of practice (p=0.1937). The study found that accuracy in visual estimations of distal radius fracture parameters was linked to orthopaedic experience but not linked to routine practice goniometer usage, which was minimal across all groups. Inter-rater agreement on acceptability of fracture position is potentially dependent on severity of deviation from acceptable parameters


Aims. Classifying trochlear dysplasia (TD) is useful to determine the treatment options for patients suffering from patellofemoral instability (PFI). There is no consensus on which classification system is more reliable and reproducible for the purpose of guiding clinicians’ management of PFI. There are also concerns about the validity of the Dejour Classification (DJC), which is the most widely used classification for TD, having only a fair reliability score. The Oswestry-Bristol Classification (OBC) is a recently proposed system of classification of TD, and the authors report a fair-to-good interobserver agreement and good-to-excellent intraobserver agreement in the assessment of TD. The aim of this study was to compare the reliability and reproducibility of these two classifications. Methods. In all, six assessors (four consultants and two registrars) independently evaluated 100 axial MRIs of the patellofemoral joint (PFJ) for TD and classified them according to OBC and DJC. These assessments were again repeated by all raters after four weeks. The inter- and intraobserver reliability scores were calculated using Cohen’s kappa and Cronbach’s α. Results. Both classifications showed good to excellent interobserver reliability with high α scores. The OBC classification showed a substantial intraobserver agreement (mean kappa 0.628; p < 0.005) whereas the DJC showed a moderate agreement (mean kappa 0.572; p < 0.005). There was no significant difference in the kappa values when comparing the assessments by consultants with those by registrars, in either classification system. Conclusion. This large study from a non-founding institute shows both classification systems to be reliable for classifying TD based on axial MRIs of the PFJ, with the simple-to-use OBC having a higher intraobserver reliability score than that of the DJC. Cite this article: Bone Jt Open 2023;4(7):532–538




Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_4 | Pages 3 - 3
3 Mar 2023
Roy K Joshi P Ali I Shenoy P Syed A Barlow D Malek I Joshi Y
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Classifying trochlear dysplasia (TD) is useful to determine the treatment options for patients suffering from patellofemoral instability (PFI). There is no consensus on which classification system is more reliable and reproducible for this purpose to guide clinicians in order to treat PFI. There are also concerns about validity of the Dejour classification (DJC), which is the most widely used classification for TD, having only a fair reliability score. The Oswestry-Bristol classification (OBC) is a recently proposed system of classification of TD and the authors report a fair-to-good interobserver agreement and good-to-excellent intra-observer agreement in the assessment of TD. The aim of this study was to compare the reliability and reproducibility of these two classifications. 6 assessors (4 consultants and 2 registrars) independently evaluated 100 magnetic resonance axial images of the patella-femoral joint for TD and classified them according to OBC and DJC. These assessments were again repeated by all raters after 4 weeks. The inter and intra-observer reliability scores were calculated using Cohen's kappa and Cronbach's alpha. Both classifications showed good to excellent interobserver reliability with high alpha scores. The OBC classification showed a substantial intra-observer agreement (mean kappa 0.628)[p<0.005] whereas the DJC showed a moderate agreement (mean kappa 0.572) [p<0.005]. There was no significant difference in the kappa values when comparing the assessments by consultants to those by registrars, in either classification systems. This large study from a non-founding institute shows both classification systems to be reliable for classifying TD based on magnetic resonance axial images of the patella-femoral joint, with the simple to use OBC having a higher intra-observer reliability score compared to the DJC


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_3 | Pages 93 - 93
23 Feb 2023
Thai T
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Conventional fracture courses utilise prefabricated sawbones that are not realistic or patient specific. The aim of this study is to determine the feasibility of creating 3D fracture models and utilising them in fracture courses to teach surgical technique. We selected an AO type 2R3C2 fracture that underwent open reduction internal fixation. De-identified CT scan images were converted to a stereolithography (STL) format. This was then processed using Computer Aided Design (CAD) to create a virtual 3D model. The model was 3D printed using a combination of standard thermoplastic polymer (STP) and a porous filler to create a realistic cortical and cancellous bone. A case-based sawbone workshop was organised for residents, unaccredited registrars, and orthopaedic trainees comparing the fracture model with a prefabricated T-split distal radius fracture. Pre-operative images aided discussion of fixation, and post-operative x-rays allowed comparison between the participants fixation. Participants were provided with identical reduction tools. We created a questionnaire for participants to rate their satisfaction and experience using a Likert scale. The 3D printed fracture model aided understanding and appreciation of the fracture pattern and key fragments amongst residents and unaccredited trainees. Real case-based models provided a superior learning experience and environment to aid teaching. The generic sawbone provided easier drilling and inserting of screws. Preliminary results show that the cost of 3D printing can be comparable to generic sawbones. It is feasible to create a fracture model with a real bone feel. Further research and development is required to determine the optimum material to use for a more realistic feel. The use of 3D printed fracture models is feasible and provides an alternative to generic sawbone fracture models in providing surgical training to residents


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_2 | Pages 102 - 102
10 Feb 2023
White J Wadhawan A Min H Rabi Y Schmutz B Dowling J Tchernegovski A Bourgeat P Tetsworth K Fripp J Mitchell G Hacking C Williamson F Schuetz M
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Distal radius fractures (DRFs) are one of the most common types of fracture and one which is often treated surgically. Standard X-rays are obtained for DRFs, and in most cases that have an intra-articular component, a routine CT is also performed. However, it is estimated that CT is only required in 20% of cases and therefore routine CT's results in the overutilisation of resources burdening radiology and emergency departments. In this study, we explore the feasibility of using deep learning to differentiate intra- and extra-articular DRFs automatically and help streamline which fractures require a CT. Retrospectively x-ray images were retrieved from 615 DRF patients who were treated with an ORIF at the Royal Brisbane and Women's Hospital. The images were classified into AO Type A, B or C fractures by three training registrars supervised by a consultant. Deep learning was utilised in a two-stage process: 1) localise and focus the region of interest around the wrist using the YOLOv5 object detection network and 2) classify the fracture using a EfficientNet-B3 network to differentiate intra- and extra-articular fractures. The distal radius region of interest (ROI) detection stage using the ensemble model of YOLO networks detected all ROIs on the test set with no false positives. The average intersection over union between the YOLO detections and the ROI ground truth was Error! Digit expected.. The DRF classification stage using the EfficientNet-B3 ensemble achieved an area under the receiver operating characteristic curve of 0.82 for differentiating intra-articular fractures. The proposed DRF classification framework using ensemble models of YOLO and EfficientNet achieved satisfactory performance in intra- and extra-articular fracture classification. This work demonstrates the potential in automatic fracture characterization using deep learning and can serve to streamline decision making for axial imaging helping to reduce unnecessary CT scans