Fully Automated Analysis of the Anatomic and Mechanical Axes From Pediatric Standing Lower Limb Radiographs Using Convolutional Neural Networks.

BACKGROUND: Lower limb alignment is the quantification of a set of parameters that are commonly measured radiographically to test for and track a wide range of skeletal pathologies. Determining limb alignment is a commonly performed yet laborious task in the pediatric orthopaedic setting and is therefore an interesting goal for automation. METHODS: We employ a machine learning approach using convolutional neural networks (CNNs) to segment pediatric weight-bearing lower limb radiographs. The results are then used with custom Matlab code to extract anatomic landmarks and to determine lower limb alignment parameters. RESULTS: Measurements obtained from the automated workflow proposed here were compared with manual measurements performed by orthopaedic surgery fellows. Mechanical axis deviation was determined within a mean of 2.02 mm. Lateral distal femoral angle and medial proximal tibial angle were determined with a mean deviation of 1.73 and 2.90 degrees, respectively. The calculation speed for the full set of mechanical and anatomic axis parameters was found to be ~2 seconds per radiograph. CONCLUSIONS: The CNN-based approach proposed in this work was shown to produce results comparable to orthopaedic surgery fellows at fast calculation speed. Although further work is needed to validate these results against radiographs and measurements from other centers, we see this as a promising start and a functional path that can be employed in further research. CLINICAL RELEVANCE: CNNs are a promising approach to automating commonly performed, repetitive tasks, especially those pertaining to image processing. The time savings are particularly important in clinical research applications where large sets of radiographs are routinely available and require analysis. With further development of these algorithms, we anticipate significantly improved agreement with expert-measured results and the calculation speed.

Early Investigation and Bracing in DDH Impacts Maternal Wellbeing and Breastfeeding.

BACKGROUND: The outcomes of Pavlik Harness (PH) management for Developmental Dysplasia of the Hip (DDH) are equivalent regardless of the initiation timing, if it is within the first 6 weeks of life. A PH may be a physical barrier to breastfeeding, which is important for nutrition, immunity, and normal child development. The diagnosis of DDH and early management with a PH may also negatively affect the maternal psychosocial wellbeing and the infant-maternal relationship. The purpose of this study is to investigate the impact of the diagnosis of DDH and the management with a PH has on maternal wellbeing and maintenance of breastfeeding, compared with being screened for but not diagnosed with DDH. METHODS: A retrospective cohort of the mothers of infants who were diagnosed with DDH and treated with a PH brace was compared with the mothers of infants who were screened for DDH only. The Hip Worries Inventory and Edinburgh Postnatal Depression Scale were completed by the mothers in both groups. The PH group also completed an in-house questionnaire specific to PH and breastfeeding. RESULTS: Eighty completed surveys were included, 50 from the treatment group. The mean age of the PH initiation was 6.2 weeks. The modified Hip Worries Inventory score was higher in the treatment group, with a mean difference (MD) of 9.7 out of 50 (95% confidence interval, CI, 6.8, 12.5). The MD of the Edinburgh Postnatal Depression Scale was 2.0 out of 30 (CI -0.5, 4.5). Although there was no difference in the breastfeeding ease before and after the PH initiation (MD-0.2, CI-0.7, 0.2), 83% of mothers found breastfeeding more difficult with a PH and 11% of mothers stopped breastfeeding earlier than planned because of the PH. CONCLUSIONS: Mothers of infants with DDH worry more about their child's hips and the PH. Screening alone may contribute to maternal psychological dejection and negative thoughts. The presence of a PH makes breastfeeding more difficult. LEVEL OF EVIDENCE: Retrospective comparative study, level III.

Multimodal Analgesia for Paediatric Patients Undergoing Lower Limb Reconstruction with External Fixators: A Prospective Case Series of Post-operative Pain and Functional Goals.

Aim: Limb reconstruction with external fixators requires appropriate pain management to promote effective analgesia and healing while minimising adverse events of the analgesic technique used. The objective of this prospective case series was to evaluate a multimodal analgesia regimen designed to reduce opioid requirements and hence reduce the opioid-related side effect profile. Materials and methods: A prospective cohort of patients undergoing lower limb reconstruction surgery (LRS) were managed through an evidence-informed multimodal analgesia guideline (MMAG), including acetaminophen, pregabalin, dexmedetomidine, IV lidocaine, and opioids. Outcome measures included intraoperative and post-operative opioid administration, post-operative pain scores, time to achieve mobilisation milestones, and post-operative complications. Surveys were conducted to obtain patient reported experiences. Results: 26 patients were included in this prospective case series. 110.59 (84.29, 162.13) (median, interquartile range) µg/kg/hr intraoperative IV morphine equivalent opioids were administered. In the first 48 hours post-operatively, patients received 11.49 (6.41, 19.35) µg/kg/hr of IV morphine equivalent dose. Median level of pain (0-10) in the first 48 post-operative hours was 2 (1, 2). Patients achieved mobilisation. And 19/20 patients surveyed reported 'yes' to having effective pain management; 17/20 patients had no unwanted side effects associated with analgesia medications. There were no cases of compartment syndrome. Conclusion: This multimodal analgesia regime applied to patients undergoing lower LRS with external fixators demonstrates the feasibility of this analgesic regimen which revealed effective pain control, early mobilisation, with minimal side effects, but warrants further study. Clinical significance: This study provides valuable evidence that this standardised multimodal anaesthesia and analgesia regimen is feasible, offers adequate post-operative comfort and encourages early mobilization while minimising opioid use and adverse events in a paediatric LRS population at our institution. How to cite this article: Wang AWT, Chhina H, Cooper A. Multimodal Analgesia for Paediatric Patients Undergoing Lower Limb Reconstruction with External Fixators: A Prospective Case Series of Post-operative Pain and Functional Goals. Strategies Trauma Limb Reconstr 2023;18(3):140-147.

Paediatric elbow fractures and public play spaces: adherence to standards for children's playground equipment and surfacing.

Background: Supracondylar humerus fractures (SCHF) are the most common fractures sustained following a fall onto an outstretched hand among healthy children, and one of the leading causes of hospital admission and surgical intervention. The aim of this study was to examine SCHF occurring at public play spaces-particularly to determine whether or not the playground equipment implicated in injurious falls aligned with Canadian playground safety standards. Methods: Cases of children who attended the provincial paediatric orthopaedic clinic following SCHF at a public playground between April 2017 and October 2019 were included in the study. A research assistant visited each playground to measure the play structure type and dimensions, height of the equipment at the point from which the child fell and the type and depth of the surface material, and compare measurements to the 2016 safety standards. Child demographics and injury classification were also noted. Descriptive statistics were calculated and a scatterplot of fall height and surface depth was generated. Results: Forty-three sites, representing 47 SCHF cases (18 female, 29 male), were included in the final analysis. Fourteen children sustained type 1 fracture, 23 had type 2 fracture and the remaining 10 had type 3 fracture. Five children with type 2 fracture and all 10 children with type 3 fracture required surgery. The majority of sites had engineered wood fibre surfacing, with surfacing at 35 sites being less than 300 mm deep. Twenty-six play structures were upper body equipment (ie, monkey bars or similar), seven were track rides, five were rotating structures and the rest comprised a variety of classified and unclassified structures. Twenty-seven children fell from a height exceeding 2 m. Conclusions: The majority of SCHF cases occurred at playgrounds with insufficient surface depth and/or non-compliant equipment. Upper body equipment, track rides and rotating play structures were of particular concern, as the children fell from heights exceeding the recommended standard, likely reflecting the degradation and compaction of the surfacing material over time.

Botulinum Toxin Type A Versus Placebo for Idiopathic Clubfoot: A Two-Center, Double-Blind, Randomized Controlled Trial.

BACKGROUND: Congenital idiopathic clubfoot is a condition that affects, on average, approximately 1 in 1,000 infants. One broadly adopted method of management, described by Ponseti, is the performance of a percutaneous complete tenotomy when hindfoot stall occurs. The use of onabotulinum toxin A (BTX-A) along with the manipulation and cast protocol described by Ponseti has been previously reported. Our goal was to compare the clinical outcomes between BTX-A and placebo injections into the gastrocnemius-soleus muscle at the time of hindfoot stall in infants with idiopathic clubfoot treated with the Ponseti method of manipulation and cast changes. METHODS: This was a double-blind, placebo-controlled, parallel-group study with balanced randomization. RESULTS: At 6 weeks after the study injection (T1), 66% of the 32 feet in the BTX-A arm and 63% of the 30 in the placebo arm responded to the treatment (i.e., obtained ≥15° of dorsiflexion). Seven of the 11 patients in the BTX-A arm and all of the 11 in the placebo arm who had not responded at T1 responded to a rescue BTX-A injection at 12 weeks after the first injection (T2). The combined response rate at T2, which included the first-time responders as well as the patients who did not respond at T1 but did at T2, was 88% in the BTX-A arm and 100% in the placebo arm, culminating in a 94% response rate at T2. At T3 (2 years of age), 89% of the feet continued to respond and there was an 8% surgical rate. CONCLUSIONS: There was no difference in outcomes between the BTX-A and placebo groups when the injection was performed at the time of hindfoot stall. Overall, 92% of the clubfeet in this study responded to a manipulation and cast protocol alone, with or without BTX-A injection, by 12 weeks after hindfoot stall, or we can say that 92% of the clubfeet did not require percutaneous Achilles tendon lengthening by 2 years of age. The need for tenotomy is limited to those who have not responded to treatment at this point, and the need for surgery is limited to those for whom all attempts at treatment with sequential casts, BTX-A, and percutaneous Achilles tendon lengthening have failed. LEVEL OF EVIDENCE: Therapeutic Level I. See Instructions for Authors for a complete description of levels of evidence.

Health-related quality of life in people with hereditary multiple exostoses.

BACKGROUND: Hereditary multiple exostoses (HME) is a rare genetic disorder, which can be associated with severe complications that may significantly affect the health-related quality of life (HRQL). Our primary objective was to describe the baseline HRQL in HME individuals at the British Columbia's Children's Hospital HME clinic and the Multiple Hereditary Exostoses Coalition compared with relevant Canadian and US population norms. This is the first study to explore the HRQL among adults and children with HME. METHODS: Previously validated instruments Short Form-36 version 2, Short form-6D, and Child Health Questionnaire Parent Form 50 were used to assess the HRQL of individuals with HME. The scores from these instruments were compared with the relevant population norms. The British Columbia's Children's Hospital and Multiple Hereditary Exostoses coalition populations were also compared with each other. RESULTS: The study sample consisted of 100 participants including 57 adults and 43 children. The mean age for Short Form 36 version 2 survey was 40.10±13.01 years and for Child Health Questionnaire Parent Form 50 was 9.93±3.48 years. Adult HME population had lower scores than both the US and Canadian general population in all domains except for emotional role limitations. Short Form -6D utility scores (0.65) indicates the quality of life for some individuals is near death and for others it is comparable or better than individuals with rheumatoid arthritis. Children with HME scored less than the US general population; particularly lower scores were seen in bodily pain (51.2 vs. 81.7) and emotional self-esteem (52.0 vs. 79.8). CONCLUSIONS: HME population has lower HRQL than the general population. These data provide a benchmark for individuals with HME. From such data, future research on HME disease progression and effectiveness of treatments/interventions can be tracked over time. LEVEL OF EVIDENCE: Level II, This is a prognostic, prospective study with participants enrolled at different points in their disease.

The use of botulinum type A toxin in the treatment of idiopathic clubfoot: 5-year follow-up.

BACKGROUND: Continued monitoring and reporting of outcomes in clubfoot patients are important for providing an indicator of functional outcomes and surveillance and treatment for problems or recurrences. The purpose of this study is to report the 5-year outcomes of the updated cohort of 44 patients with 65 idiopathic clubfeet treated with manipulation, casting, and Botulinum toxin A (BTX-A). METHODS: As part of the original study, the patients underwent the corrective treatment phase of manipulation and casting followed with BTX-A injection and then the maintenance phase of bracing. The patients were seen at regular intervals and a detailed clinical history was maintained for each patient including ankle range of motion, recurrences, and interventions for recurrences. RESULTS: Mean values for range of motion at the 5-year visit were 22.3 and 17.1 degrees for dorsiflexion with the knee in flexion and extension, respectively. Overall, 48% (31 of 65 clubfeet) successfully responded to a single BTX-A injection and experienced no recurrence over the follow-up period. At least 1 repeat BTX-A injection was required in 34 clubfeet, for an overall recurrence rate of 52%. Surgery was required in 10 clubfeet, and the overall surgical rate was 15.4%. CONCLUSIONS: Idiopathic clubfeet treated with BTX-A continued to show good outcomes at 2 to 5-year follow-up. The experience with this cohort provides support for the effectiveness of BTX-A in the initial correction and continued management of idiopathic clubfoot. LEVEL OF EVIDENCE: Levels III to IV. This is a prospective, nonexperimental clinical study investigating efficacy of an innovative treatment.