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Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_II | Pages 213 - 214
1 Jul 2008
Brinsden MMD Gill DHS Reilly MP Carr AJ Rees MJL
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Background: Objective assessment of technical skill in orthopaedic surgery remains elusive. The general surgeons have validated a motion analysis model as a measurement of surgical ability for laparoscopic procedures. The aim of this study was to validate the motion analysis model in the context of simulated shoulder arthroscopy and use it to assess technical ability in a mixed population. Methods: 35 volunteer subjects were recruited from the Oxford University Medical School and the Nuffield Orthopaedic Centre and stratified into groups according to their professional background. There were seven groups: consultant arthroscopic orthopaedic surgeons; senior orthopaedic SpRs (year 5/6); junior orthopaedic SpRs (year 1/2); basic surgical trainees; musculoskeletal physicians; graduate medical students; and hospital managers. Each subject completed a questionnaire to record previous arthroscopic experience and underwent psychometric testing. After receiving standardised instructions, each subject performed one diagnostic and one therapeutic procedure using the Alex Shoulder Professor (Sawbones Europe AB, Malmo, Sweden) model. The Patriot (Polhemus, Colchester, USA) electromagnetic tracking system was used to track hand movements during each procedure. Results: We present the results of psychometric testing and motion analysis (time, distance and number of hand movements) data in subjects with a variety of experience of arthroscopic surgical techniques. We have demonstrated differences between the groups. Conclusions: Objective assessment of arthroscopic surgical skills using motion analysis is valuable in identifying differing surgical abilities. We believe that this may help with the career development of trainees and in the development of specific teaching programmes for arthroscopic surgery


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_II | Pages 345 - 346
1 Jul 2008
Brinsden MMD Gill DHS Reilly MP Carr PAJ Rees MJL
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Background: Objective assessment of technical skill in orthopaedic surgery remains elusive. The general surgeons have validated a motion analysis model as a measurement of surgical ability for laparoscopic procedures. The aim of this study was to validate the motion analysis model in the context of simulated shoulder arthroscopy and use it to assess technical ability in a mixed population. Methods: 35 volunteer subjects were recruited from the Oxford University Medical School and the Nuffield Orthopaedic Centre and stratified into groups according to their professional background. There were seven groups: consultant arthroscopic orthopaedic surgeons; senior orthopaedic SpRs (year 5/6); junior orthopaedic SpRs (year 1/2); basic surgical trainees; musculoskeletal physicians; graduate medical students; and hospital managers. Each subject completed a questionnaire to record previous arthroscopic experience and underwent psychometric testing. After receiving standardised instructions, each subject performed one diagnostic and one therapeutic procedure using the Alex Shoulder Professor (Sawbones Europe AB, Malmo, Sweden) model. The Patriot (Polhemus, Colchester, USA) electromagnetic tracking system was used to track hand movements during each procedure. Results: We present the results of psychometric testing and motion analysis (time, distance and number of hand movements) data in subjects with a variety of experience of arthroscopic surgical techniques. We have demonstrated differences between the groups. Conclusions: Objective assessment of arthroscopic surgical skills using motion analysis is valuable in identifying differing surgical abilities. We believe that this may help with the career development of trainees and in the development of specific teaching programmes for arthroscopic surgery


Orthopaedic Proceedings
Vol. 86-B, Issue SUPP_III | Pages 269 - 269
1 Mar 2004
Chesney D Barker S Maffulli N
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Aim: Congenital Talipes Equinovarus (CTEV) is managed in a variety of ways, with little agreement on how best to assess outcome. Some authors advocate patient based subjective assessments, while others use a variety of objective measures. Without agreement, it is impossible to evaluate different management methods. We have therefore evaluated a number of objective parameters compared to a subjective assessment following management of CTEV. Methods: 216 children and their families consented to participate in the study. The children had been managed in a number of hospitals across Scotland, and in a variety of ways. Outcome was assessed by a researcher not involved in the management of the children. Subjective assessment consisted of a postal questionnaire. Objective assessment consisted of a number of anthropometric measures. Results: A strong correlation was seen between subjective assessment, and several objective outcome measures including foot length discrepancy, calf muscle wasting, and range of movement at the ankle. Conclusions: Objective assessment using several parameters correlates well with subjective assessment. Using these objective measures, it is possible to evaluate and compare different management protocols in CTEV


Orthopaedic Proceedings
Vol. 95-B, Issue SUPP_1 | Pages 199 - 199
1 Jan 2013
Alvand A Khan T Al-Ali S Jackson W Price A Rees J
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Introduction. Restrictions placed on the working hours of doctors have led to increasing time-pressures on surgical training. Consequently, there has been growing interest in developing new techniques to teach and assess technical skills. The primary aim of this study was to determine whether a novel set of visual parameters assessing visuospatial ability, fine motor dexterity and gaze control could objectively distinguish between varying levels of arthroscopic experience. The secondary aim was to evaluate the correlations between these new parameters and previously established technical skill assessment methods. Methods. 27 subjects were divided into a “novice” group (n=7), “trainee” group (n=15) and expert group (n=5) based on previous arthroscopic experience. All subjects performed a diagnostic knee arthroscopy task on a simulator. Their performance was assessed using new simple visual parameters that included “prevalence of instrument loss,” “triangulation time” and “prevalence of look downs”. In addition, performance was also evaluated using previously validated technical skill assessment methods (a global rating scale and motion analysis). Results. A significant difference in performance between the groups was demonstrated using all three novel visual parameters, the global rating scale and motion analysis (Mann-Whitney U test, p< 0.05). There were strong and highly significant correlations (Spearman's rank correlation coefficient, p< 0.0001) between each of the novel parameters and the previously validated skill assessment methods. Conclusion. This study demonstrates the construct validity of three novel visual parameters for objectively assessing arthroscopic performance. Two of these are simple, can be used easily in the operating theatre, and are highly correlated with current validated methods of technical skill assessment. Given the paramount importance of identifying objective methods for evaluating technical skill in arthroscopic surgery, the generic nature of these simple visual parameters make them a powerful and user-friendly objective assessment tool, which may offer an alternative to existing assessment methods


The Bone & Joint Journal
Vol. 106-B, Issue 8 | Pages 764 - 774
1 Aug 2024
Rivera RJ Karasavvidis T Pagan C Haffner R Ast MP Vigdorchik JM Debbi EM

Aims. Conventional patient-reported surveys, used for patients undergoing total hip arthroplasty (THA), are limited by subjectivity and recall bias. Objective functional evaluation, such as gait analysis, to delineate a patient’s functional capacity and customize surgical interventions, may address these shortcomings. This systematic review endeavours to investigate the application of objective functional assessments in appraising individuals undergoing THA. Methods. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were applied. Eligible studies of THA patients that conducted at least one type of objective functional assessment both pre- and postoperatively were identified through Embase, Medline/PubMed, and Cochrane Central database-searching from inception to 15 September 2023. The assessments included were subgrouped for analysis: gait analysis, motion analysis, wearables, and strength tests. Results. A total of 130 studies using 15 distinct objective functional assessment methods (FAMs) were identified. The most frequently used method was instrumented gait/motion analysis, followed by the Timed-Up-and-Go test (TUG), 6 minute walk test, timed stair climbing test, and various strength tests. These assessments were characterized by their diagnostic precision and applicability to daily activities. Wearables were frequently used, offering cost-effectiveness and remote monitoring benefits. However, their accuracy and potential discomfort for patients must be considered. Conclusion. The integration of objective functional assessments in THA presents promise as a progress-tracking modality for improving patient outcomes. Gait analysis and the TUG, along with advancing wearable sensor technology, have the potential to enhance patient care, surgical planning, and rehabilitation. Cite this article: Bone Joint J 2024;106-B(8):764–774


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXIX | Pages 74 - 74
1 Jul 2012
Al-Ali S Alvand A Gill HS Beard DJ Jackson W Price AJ Rees JL
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Rheumatology and Musculoskeletal Sciences, NIHR Biomedical Research Unit, University of Oxford and the Nuffield Orthopaedic Hospital, Oxford

Purpose

The aim of this study was to use motion analysis to objectively study the learning curve of surgical trainees performing arthroscopic meniscal repair on a training model in a skills laboratory.

Background

With improving technology and an appreciation of its likely chondroprotective effects, meniscal repair surgery is becoming more common. It remains a difficult procedure and is not routinely learnt during surgical training.


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_II | Pages 165 - 165
1 May 2011
Viste A Chaker M Courvoisier A Pernin J Bérard J Chotel F
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Background: The medial patellofemoral ligament (MPFL) is the primary stabilizer of the patellofemoral joint. Its reconstruction has been recommended in adults over the past decade after recurrent patellar instability. The purpose of this study was to assess outcomes after MPFL reconstruction in children and adolescent and to prospectively evaluate reconstruction by computed tomography (CT scans) before and after surgery. Materials and Methods: Thirteen consecutive patients (5 boys and 8 girls)(13 knees) underwent a double bundle MPFL reconstruction with hamstring tendon autograft (gracilis:6, semitendinosus: 7) for patellar instability. A bone femoral fixation with interference screw in a tunnel was associated with patellar fixation according to Fithian in mature knees, and a soft tissue procedure was performed in skeletally immature knees. In 5 knees the MPFL reconstruction was isolated while it was associated with medialization and distalization of the tibial tubercle in 8 knees. The mean age at time of surgery was 14.4 years (range, 9.6– 16.5). Patients were evaluated preoperatively and postoperatively by physical, radiological and CT Scans examination and subjectively with the IKDC and Kujala questionnaires. During CT scans with knee fully extended and the quadriceps contracted or relaxed, the patellar tilt angle was assessed. In cases where tibial tubercle was mobilized, the tibial tubercle-trochlear groove (TT-TG) distance was measured pre and postoperatively. Results: No recurrent episodes of dislocation or sub-luxation were reported after 10.5 months (range, 3–23) follow-up after surgery. Mean Kujala score was of 90.2 (range, 84–99) at latest follow-up. For all patients the moving patellar apprehension test was positive before and negative after surgery. A firm end point to lateral patellar translation was noticed in all patients at latest follow-up. Objective assessment with CT noted that the patellar tilt on relaxed quadriceps was significantly improved from 28° preoperatively (range, 16–41) to 16° at follow-up (range, 7–32). The patellar tilt on contracted quadriceps was significantly improved from 35° preoperatively (range, 21–52) to 24.6° at follow-up (range, 11–48). In the specific subgroup, the TT-TG distance decreased preoperatively from 15.4 mm (range, 12–19) to 9 mm postoperatively (range, 2.9–14.8). Conclusion: MPFL reconstruction in children and adolescent is an effective procedure. The patellar tilt was efficiently improved by MPFL reconstruction and these results were correlated with Kujala score. Mid and long term results are still to be evaluated


Orthopaedic Proceedings
Vol. 100-B, Issue SUPP_3 | Pages 45 - 45
1 Apr 2018
Sliepen M Mauricio E Lipperts M Grimm B Rosenbaum D
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The significance of physical activity (PA) assessment is widely acknowledged as it can aid in the understanding of pathologies. PA of knee osteoarthritis (KOA) patients has been assessed with varying methods, as it is a disease that is known to impair physical function and activity during daily life. Differences between methods have been described for general outcomes (sport participation or sedentary time), yet failed to describe common activities such as stair locomotion or sit-to-stand (STS) transfers. This study therefore aimed to determine the comparability of various methods to assess daily-life activities in KOA patients.

Sixty-one clinically diagnosed KOA patients wore a tri-axial accelerometer (AX3, Axivity, UK) for one week during waking hours. Furthermore, they performed three physical function tests: a 40-m fast-paced walk test (WT), a timed up-and-go test (TUGT) and a 15 stair-climb test (SCT). Patients were also asked to fill out the Knee Osteoarthritis Outcome Score (KOOS), a KOA-specific questionnaire.

Patients were slightly overweight (average BMI: 27.3±4.8 kg/m2), 60 (±10) years old and predominantly female (53%). The amount of daily level walking bouts was only weakly correlated with the WT performance, representing patients” walking capacity, (ρ=−0.33, p=0.01). Similarly, level-walking bouts during daily life correlated weakly with self-perceived walking capacity addressed by the KOOS (ρ=−0.36, p=0.01). For stair locomotion, a slightly different trend was seen. A moderate correlation was found (ρ=0.65, p<0.001), between the amount of ascending bouts and the objective functional test performance (SCT). However, the subjective assessment of stair ascending limitations (via the KOOS) correlated only weakly with both the functional test performance and the measured level of activity (ρ=−0.30 and −0.35, resp.). Comparable results were found for descending motions. STS transfers during daily life correlated moderately at best with the time to complete the TUGT (ρ=−0.43, p<0.01) and only weakly with the self-perceived effort of STS transfers (ρ=−0.26, p=0.04).

Only weak correlations existed between subjective measures and objective parameters (for both functional tests and daily living activities), indicating that they assess different domains (e.g. self-perceived function vs. actual physical function). Furthermore, when comparing the two objective measures, correlation coefficients increased compared to the subjective methods, yet did not reach strong agreement. These findings suggest that addressing common activities of daily life either subjectively or objectively will result in different patient-related outcomes of a study. Assessment methods should therefore be chosen with caution and compared carefully with other studies.


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_II | Pages 351 - 351
1 Jul 2008
Hand C Rosell P Gill H Carr A Rees J
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The aim of this study was to use motion analysis to study a surgeon’s learning curve for an arthroscopic Bankart repair on a training model in a skills laboratory. Six fellowship trained lower limb surgeons unfamiliar with advanced shoulder arthroscopy performed an arthroscopic Bankart repair on an ALEX shoulder model. Standardised training was given and then an electromagnetic tracking system used to objectively assess hand movements, distance travelled by hands and time taken while the surgeons performed the technique. The arthroscopic repair was repeated three times on four consecutive occasions by each surgeon giving a total of 72 repair episodes. Analysis revealed improvement of all outcome parameters with less hand movements, less distance travelled and less time to complete the task. This study objectively demonstrates a learning curve for arthroscopic Bankart suture in a skills laboratory. It indicates the potential benefits of practicing aspects of arthroscopic techniques in a skills centre on appropriately selected models.


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_III | Pages 418 - 418
1 Jul 2010
Howells NR Eldridge JD
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Objective: Prospective analysis of early clinical outcome in patients treated with medial patellofemoral ligament reconstruction using an autologous semitendinosus graft plus objective arthroscopic assessment of graft tension and subsequent patella tracking. Method: 47 consecutive patients underwent 48 procedures between September 2005 and February 2008. All procedures were performed by the senior author using a standardised technique. A semitendinosus autograft is passed extrasynovially between the isometric attachments to the patella and femur and secured with an endobutton and interference screw. The technique includes arthroscopic assessment through a superolateral portal before and after graft placement ensuring correct graft tension and patella tracking before graft fixation. Patients received pre and post operative clinical evaluation, radiological assessment, outcome scoring systems and a satisfaction questionnaire. Results: 47 patients were followed up with mean age 26 (range 16–49) and minimum follow up of 6 months (mean 13, range 6–35). 26 were male and 22 female. Indications were atraumatic recurrent patella dislocation in 30 patients, traumatic recurrent dislocation in 15 patients, instability in 2 and anterior knee pain in 1 patient. There have been no recurrent dislocations/ subluxations, 2 have had intermittent feelings of instability 6 have complained of medial knee pain and 3 have required further surgery. Kujala Scores improved from 53 (95%CI 28–78) to 78 (95%CI 70–85) and this was statistically significant (p< 0.05). This improvement is mirrored by the other scoring systems used. 94% of patients were satisfied with their operation. Conclusions: This technique of medial patellofemoral ligament reconstruction is the first described which allows for objective intraoperative evaluation of the required graft tension to optimise patella tracking. The early results of this technique are encouraging


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXXVII | Pages 194 - 194
1 Sep 2012
Van Laarhoven S Bolink S Heyligers I Grimm B
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Introduction. Our classic outcome scores increasingly fail to distinguish interventions or to reflect rising patient demands. Scores are subjective, have a low ceiling and score pain rather than function. Objective functional assessment tools for routine clinical use are required. This study validates inertial sensor motion analysis (IMA) by differentiating patients with knee versus hip osteoarthritis in a block-step test. Methods. Step up and down from a block (h=20cm, 3 repetitions) loading the affected (A) and unaffected (UA) leg was measured in n=59 subjects using a small inertial sensor (3D gyro and accelerometer, m=39g) attached onto the sacrum. Patients indicated for either primary unilateral THA (n=20; m/f=4/6, age=69.4yrs ±9.8) or TKA (n=16;m/f=7/9;age=67.8yrs ±8.2) were compared to healthy controls (n=23;m/f=13/10;age=61.7yrs ±6.2) and between each other to validate the test's capacity for diagnostics and as an outcome measure. The motion parameters derived (semi-) automatically in Matlab for both legs were: front-back (FB-) sway and left-right (LR-) sway (up and down); peak-to-peak accelerations (Acc) during step down. In addition the asymmetry between both legs (ASS) was calculated for each parameter. Group differences were tested (t-test) and the diagnostic value determined by the area under the curve (AUC) of the ROC-curve. Results. During step-up FB-sway was higher for THA (20.4°±4.9) and TKA (21.7°±5.9) patients than for healthy controls (15.5°±3.4, p<0.001). Also asymmetry was higher (THA=20%, TKA=21%, H=11%, p<0.001). Results were similar during step down except for the affected leg of THA patients where FB-sway (THA=16.2°±3.0) was similar to controls but sign. different to TKA patients (22.2±4.4) producing a high diagnostic power (AUC=0.88) to differentiate THA and TKA. LR-sway was also indicative for THA patients being the only subjects showing high asymmetry between the legs (A=14.3°±3.7 vs UA=11.9°±3.1, p<0.001). Acceleration during step-down asymmetric in patients, especially in THA (H<TKA<THA;p<0.05; AUC=0.87). Discussion. The IMA-block-step test could detect pathology specific compensation mechanism: During step-up patients use more FB-sway (+29%) to generate momentum for compensating muscle weakness and decrease joint loading. During step-down, only THA patients showed less FB-sway with their affected leg avoiding the painful hip flexion. Also in THA the LR-sway was higher in the affected than unaffected side due to the typical abductor weakness and resulting Trendelenburg sign. The IMA-block-step test could objectify compensation mechanisms used in OA and showed the power to differentiate between H, TKA and THA. It is low cost and fast to perform (<5min) by non-specialist personnel and thus could be used in clinical routine to supplement questionnaire based outcome scores


Bone & Joint Open
Vol. 5, Issue 9 | Pages 776 - 784
19 Sep 2024
Gao J Chai N Wang T Han Z Chen J Lin G Wu Y Bi L

Aims. In order to release the contracture band completely without damaging normal tissues (such as the sciatic nerve) in the surgical treatment of gluteal muscle contracture (GMC), we tried to display the relationship between normal tissue and contracture bands by magnetic resonance neurography (MRN) images, and to predesign a minimally invasive surgery based on the MRN images in advance. Methods. A total of 30 patients (60 hips) were included in this study. MRN scans of the pelvis were performed before surgery. The contracture band shape and external rotation angle (ERA) of the proximal femur were also analyzed. Then, the minimally invasive GMC releasing surgery was performed based on the images and measurements, and during the operation, incision lengths, surgery duration, intraoperative bleeding, and complications were recorded; the time of the first postoperative off-bed activity was also recorded. Furthermore, the patients’ clinical functions were evaluated by means of Hip Outcome Score (HOS) and Ye et al’s objective assessments, respectively. Results. The contracture bands exhibited three typical types of shape – feather-like, striped, and mixed shapes – in MR images. Guided by MRN images, we designed minimally invasive approaches directed to each hip. These approaches resulted in a shortened incision length in each hip (0.3 cm (SD 0.1)), shorter surgery duration (25.3 minutes (SD 5.8)), less intraoperative bleeding (8.0 ml (SD 3.6)), and shorter time between the end of the operation and the patient’s first off-bed activity (17.2 hours (SD 2.0)) in each patient. Meanwhile, no serious postoperative complications occurred in all patients. The mean HOS-Sports subscale of patients increased from 71.0 (SD 5.3) to 94.83 (SD 4.24) at six months postoperatively (p < 0.001). The follow-up outcomes from all patients were “good” and “excellent”, based on objective assessments. Conclusion. Preoperative MRN analysis can be used to facilitate the determination of the relationship between contracture band and normal tissues. The minimally invasive surgical design via MRN can avoid nerve damage and improve the release effect. Cite this article: Bone Jt Open 2024;5(9):776–784


Orthopaedic Proceedings
Vol. 106-B, Issue SUPP_8 | Pages 2 - 2
10 May 2024
Chen W Tay ML Bolam S Rosser K Monk AP Young SW
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Introduction. A key outcome measured by national joint registries are revision events. This informs best practice and identifies poor-performing surgical devices. Although registry data often record reasons for revision arthroplasty, interpretation is limited by lack of standardised definitions of revision reasons and objective assessment of radiologic and laboratory parameters. Our study aim was to compare reasons for unicompartmental knee arthroplasty (UKA) revision reported to the New Zealand Joint Registry (NZJR) with reasons identified by independent clinical review. Methods. A total of 2,272 patients undergoing primary medial and lateral UKA at four large tertiary hospitals between 2000 and 2017 were included. A total of 158 patients underwent subsequent revision with mean follow-up of 8 years. A systematic review of clinical findings, radiographs and operative data was performed to identify revision cases and to determine the reasons for revision using a standardised protocol. These were compared to reasons reported to the NZJR using Chi-squared and Fisher exact tests. Results. Osteoarthritis progression was the most common reason for revision on systematic clinical review (30%), however this was underreported to the registry (4%, p<0.001). A larger proportion of revisions reported to the registry were for ‘unexplained pain’ (30% of cases vs. 4% on clinical review, p<0.001). A reason for revision was not reported to the registry for 24 (15%) of cases. Discussion and Conclusion. We found significant inaccuracies in registry-reported reasons for revision following UKA. These included over-reporting of ‘unexplained pain’, under-reporting of osteoarthritis progression, and failure to identify a reason for revision. Efforts to improve registry capture of revision reasons for UKA should focus on increasing accuracy in these three areas. This could be addressed through standardised recording methods and tailored revision reason options for UKA for surgeons to select when recording the reasons


Orthopaedic Proceedings
Vol. 106-B, Issue SUPP_18 | Pages 53 - 53
14 Nov 2024
Fridberg M Rahbek O Husum H Bafor A Duch K Iobst C Kold S
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Introduction. Patients with external fixators are at risk of pin site infection. A more objective assessment of possible pin site infection is warranted, particularly for future home-based monitoring of pin sites. The aim was to determine if thermography can detect signs of inflammation around pin sites by 1) Establishing a maximum temperature cut-off value 2) Investigating the correlation between local temperature and visual signs of inflammation 3) Adjust for anatomical location and ambient room temperature. Method. This was a cross-sectional international multi-center study following STROBE guidelines. All patients with external ring-fixators scheduled for a visit in the out-patient clinic were eligible. Visual signs of inflammation were categorized using the Modified Gordon classification System (MGS, simplified sMGS). Thermographic imaging was done with an infrared camera (FLIR T540) and the maximum temperature within the ROI (MaxTp) was the primary outcome measure. Sample size and reliability were estimated. Cohen-Kappa, ROC-curve/AUC and Poisson regression were used for statistical analysis. Result. Data from 1970 pin sites were included. Inter-rater reliability of MGS was Kappa=0.79 and for MaxTp ICC=0.99 (95%CI: 0.99;0.99). Overall, a tendency of rising temperature with increasing sMGS was seen. The difference between sMGS=0 and sMGS>0 was significant. The performance of MaxTp as a screening tool to detect inflammation was reasonable with an AUC of 0.71 (95% CI: 0.65-0.76). The empirically optimal cut-off value was 34.1°C (Sensitivity=65%, Specificity=72%, Positive predictive value=23%, Negative Predictive value=94%). A 1°C increase in MaxTp increased the RR of visual signs of inflammation by a factor 1.5 (95% CI: 1.3; 1.7). Conclusion. We found a clinical positive association between the temperature at the pin site measured with thermography and visual signs of inflammation. The empirically optimal temperature cut-off value for inflammation screening was 34.1°C. Thermography may be a promising tool for a for a future point of care technology


Orthopaedic Proceedings
Vol. 106-B, Issue SUPP_18 | Pages 105 - 105
14 Nov 2024
Spoo S Garcia F Braun B Cabri J Grimm B
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Introduction. The objective assessment of shoulder function is important for personalized diagnosis, therapies and evidence-based practice but has been limited by specialized equipment and dedicated movement laboratories. Advances in AI-driven computer vision (CV) using consumer RGB cameras (red-blue-green) and open-source CV models offer the potential for routine clinical use. However, key concepts, evidence, and research gaps have not yet been synthesized to drive clinical translation. This scoping review aims to map related literature. Method. Following the JBI Manual for Evidence Synthesis, a scoping review was conducted on PubMed and Scholar using search terms including “shoulder,” “pose estimation,” “camera”, and others. From 146 initial results, 27 papers focusing on clinical applicability and using consumer cameras were included. Analysis employed a Grounded Theory approach guided iterative refinement. Result. Studies primarily used Microsoft Kinect (infrared-based depth sensing, RGB camera; discontinued) or monocular consumer cameras with open-source CV-models, sometimes supplemented by LiDAR (laser-based depth sensing), wearables or markers. Technical validation studies against gold standards were scarce and too inconsistent for comparison. Larger range of motion (RoM) movements were accurately recorded, but smaller movements, rotations and scapula tracking remained challenging. For instance, one larger validation study comparing shoulder angles during arm raises to a marker-based gold-standard reported Pearson's R = 0.98 and a standard error of 2.4deg. OpenPose and Mediapipe were the most used CV-models. Recent efforts try to improve model performance by training with shoulder specific movements. Conclusion. Low-cost, routine clinical movement analysis to assess shoulder function using consumer cameras and CV seems feasible. It can provide acceptable accuracy for certain movement tasks and larger RoM. Capturing small, hidden or the entirety of shoulder movement requires improvements such as via training models with shoulder specific data or using dual cameras. Technical validation studies require methodological standardization, and clinical validation against established constructs is needed for translation into practice


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_11 | Pages 37 - 37
7 Jun 2023
Edwards T Kablean-Howard F Poole I Edwards J Karia M Liddle A Cobb J Logishetty K
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Superior team performance in surgery leads to fewer technical errors, reduced mortality, and improved patient outcomes. Scrub nurses are a pivotal part of this team, however they have very little structured training, leading to high levels of stress, low confidence, inefficiency, and potential for harm. Immersive virtual reality (iVR) simulation has demonstrated excellent efficacy in training surgeons. We tested the efficacy of an iVR curriculum for training scrub nurses in performing their role in an anterior approach total hip arthroplasty (AA-THA). Sixty nursing students were included in this study and randomised in a 1:1 ratio to learning the scrub nurse role for an AA-THA using either conventional training or iVR. The training was derived through expert consensus with senior surgeons, scrub nurses and industry reps. Conventional training consisted of a 1-hour seminar and 2 hours of e-learning where participants were taught the equipment and sequence of steps. The iVR training involved 3 separate hour-long sessions where participants performed the scrub nurse role with an avatar surgeon in a virtual operation. The primary outcome was their performance in a physical world practical objective assessment with real equipment. Data were confirmed parametric using the Shapiro-Wilk test and means compared using the independent samples student's t-test. 53 participants successfully completed the study (26 iVR, 27 conventional) with a mean age of 31±9 years. There were no significant differences in baseline characteristics or baseline knowledge test scores between the two groups (p>0.05). The iVR group significantly outperformed the conventionally trained group in the real-world assessment, scoring 66.9±17.9% vs 41.3±16.7%, p<0.0001. iVR is an easily accessible, low cost training modality which could be integrated into scrub nursing curricula to address the current shortfall in training. Prolonged operating times are strongly associated with an increased risk of developing serious complications. By upskilling scrub nurses, operations may proceed more efficiently which in turn may improve patient safety


Orthopaedic Proceedings
Vol. 96-B, Issue SUPP_11 | Pages 259 - 259
1 Jul 2014
Durgam S Mayandi S Stewart M
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Summary. Objective assessment of tendon histomorphology, particularly in the context of tissue repair, requires comprehensive analyses of both cellular distribution and matrix architecture. Fourier Transform analyses of histological images collected with second harmonic generation (SHG-FT) technique provide objective, quantitative assessment of collagen fiber organization with high specificity. Concurrent nuclear staining allows simultaneous analyses of cell morphology and distribution. Introduction. Tendon injuries can be career-limiting in human and equine athletes, since the architectural organization of the tissues are lost in the course of fibrotic repair. Objective assessment of tendon repair is problematical, particularly in research addressing potential therapies. Fourier Transform analyses of histological images collected with second harmonic generation (SHG-FT) technique can provide objective, quantitative assessments of collagen fiber organization with high specificity. This study describes the use of SHG-FT with fluorescently-labelled tendon-derived cells (TDC) in an in-vivo model of equine tendinitis to assess the temporal and spatial effects of cell delivery on collagen fiber organization. Materials and methods. Collagenase-induced tendinitis was created in the mid-metatarsal region of one hindlimb superficial digital flexor tendons (SDFT) in two horses. SDFTs from two clinically normal adult horses and were also used as controls. Autogenous TDCs were isolated from the lateral digital extensor tendon of the contralateral hind limb. Four weeks post-collagenase injection, 10×10. 6. DiI-labeled TDCs were injected into the tendon lesions. Tendon samples were obtained for histologic evaluation following euthanasia, 2-weeks after cell injections. Tendon samples were cryo-sectioned to 25–30μ exposed to nuclear counter stains (DAPI and PI) and imaged immediately through a confocal microscope (Zeiss LSM 710) with a 2-photon laser source, to obtain backward SHG (bSHG) and forward SHG (fSHG) images. In addition, images with DiI and DAPI fluorescence were acquired using 500–550 nm (green) or 565–615 nm (orange) emission filters, respectively. Fourier analysis of the SHG images was carried out using imageJ software. Results. DiI-labeled TDCs could be imaged successfully under two-photon fluorescence concurrently with SHG imaging. This was possible because the excitation wavelength of the two-photon laser (780nm) and detection of emissions above 565nm do not interfere with the bSHG band (380–400nm). Images collected with bSHG included signals from DAPI-stained nuclei. In contrast, emissions from PI-labeled nuclei were acquired independently of SHG signals. The contrast generated by individual collagen fibers was higher in images collected with fSHG than bSHG. SHG-FT of fSHG images provided accurate assessment of collagen fiber orientation in repair tissue and normal tendon. Discussion/Conclusions. Objective assessment of collagen orientation, along with spatial distribution of cells within healing tendon serves as useful indices of healing. Injected DiI-labeled TDCs could be imaged successfully under two-photon fluorescence concurrently with SHG imaging. However, DiI fluorescence is susceptible to photo-bleaching during SHG acquisition. Use of an alternative nuclear counter stains, such as PI, that do not emit along with SHG signal should be considered to optimise data acquisition and support simultaneous analyses of collagen structure, cellular morphology and cell distribution. SHG-FT histologic analysis along with biochemical and biomechanical indices collectively provide comprehensive assessment of therapies for tendon repair


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_1 | Pages 122 - 122
1 Feb 2020
Flood P Jensen A Banks S
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Disorders of human joints manifest during dynamic movement, yet no objective tools are widely available for clinicians to assess or diagnose abnormal joint motion during functional activity. Machine learning tools have supported advances in many applications for image interpretation and understanding and have the potential to enable clinically and economically practical methods for objective assessment of human joint mechanics. We performed a study using convolutional neural networks to autonomously segment radiographic images of knee replacements and to determine the potential for autonomous measurement of knee kinematics. The autonomously segmented images provided superior kinematic measurements for both femur and tibia implant components. We believe this is an encouraging first step towards realization of a completely autonomous capability to accurately quantify dynamic joint motion using a clinically and economically practical methodology


The Bone & Joint Journal
Vol. 99-B, Issue 9 | Pages 1167 - 1175
1 Sep 2017
Luna IE Kehlet H Peterson B Wede HR Hoevsgaard SJ Aasvang EK

Aims. The purpose of this study was to assess early physical function after total hip or knee arthroplasty (THA/TKA), and the correlation between patient-reported outcome measures, physical performance and actual physical activity (measured by actigraphy). Patients and Methods. A total of 80 patients aged 55 to 80 years undergoing THA or TKA for osteoarthritis were included in this prospective cohort study. The main outcome measure was change in patient reported hip or knee injury and osteoarthritis outcome score (HOOS/KOOS) from pre-operatively until post-operative day 13 (THA) or 20 (TKA). Secondary measures were correlations to objectively assessed change in physical performance (paced-walk, chair-stand, stair-climb tests) at day 14 (THA) or 21 (TKA) and actual physical activity (actigraphy) measured at day 12 and 13 (THA) or 19 and 20 (TKA). . Results. Patients reported improved physical function (HOOS or KOOS) pre-operatively until day 13 (THA) or 20 (TKA) with a mean difference of 7 (95% confidence interval (CI) 1 to 13, p = 0.033) and 6 (95% CI 1 to 12, p = 0.033) percentage points, respectively. By contrast, objectively assessed physical function and activity declined, with no correlations between subjective and objective assessments for either THA or TKA patients (r. 2. ≤ 0.16, p ≥ 0.314). . Conclusions. Early improvement in patient-reported physical function after THA/TKA does not correlate with objectively assessed function, and patient reported outcomes should not be used as the only measure of recovery. . Cite this article: Bone Joint J 2017;99-B:1167–75


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_1 | Pages 61 - 61
1 Feb 2020
Kaper B
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Introduction/Aim. Mid-flexion instability is a well-documented, but often poorly understood cause of failure of TKA. NAVIO robotic-assisted TKA (RA-TKA) offers a novel, integrative approach as a planning, execution as well as an evaluation tool in TKA surgery. RA-TKA provides a hybrid planning technique of measured resection and gap balancing- generating a predictive soft-tissue balance model, prior to making cuts. Concurrently, the system uses a semi-active robot to facilitate both the execution and verification of the plan, as it pertains to both the static and dynamic anatomy. The goal of this study was to assess the ability of the NAVIO RA-TKA to plan, execute and deliver an individualized approach to the soft-tissue balance of the knee, specifically in the “mid-flexion” arc of motion. Materials and Methods. Between May and September 2018, 50 patients underwent NAVIO RA-TKA. Baseline demographics were collected, including age, gender, BMI, and range of motion. The NAVIO imageless technique was used to plan the procedure, including: surface-mapping of the static anatomy; objective assessment of the dynamic, soft-tissue anatomy; and then application of a hybrid of measured-resection and gap-balancing technique. Medial and lateral gaps as predicted by the software were recorded throughout the entire arc of motion at 15° increments. After executing the plan and placing the components, actual medial and lateral gaps were recorded throughout the arc of motion. Results. In the assessment of coronal-plane balance, the average deviation from the predicted plan between 0–90° was 0.9mm in both the medial and lateral compartments (range 0.5–1.2mm). In the mid-flexion arc (15–75°), final soft-tissue stability was within 1.0mm of the predictive plan (range 0.9–1.2mm). Discussion/Conclusions. In this study, NAVIO RA-TKA demonstrated a highly accurate and reproducible surgical technique to plan, execute and verify a balanced a soft-tissue envelope in TKA. Objective soft-tissue balancing of the TKA can now be performed, including the mid-flexion arc of motion. Further analysis can determine if these objective measurements will translate into improved patient-reported outcome scores