An improved linear prediction evolution algorithm based on topological opposition-based learning for optimization.

Prediction-based evolutionary algorithm is one of the emerging category of meta-heuristic optimization techniques. The improved linear prediction evolution algorithm (ILPE) is a recently developed meta-heuristic optimization technique that draws inspiration from non-linear least-square fitting models. This article implements the concept of topological opposition-based learning, which was first applied in grey prediction evolutionary algorithms to the ILPE. In traditional evolutionary algorithms, after employing the mutation and crossover operator, it generates trial populations. The proposed algorithm constructs a new reproduction operator using the non-linear least square fitting model with topological opposition-based learning to generate trial individuals. This reproduction operator considers the population series as a time series and uses the topological opposition-based non-linear least square fitting model to predict the next generation of populations. The efficiency and accuracy of the algorithm are demonstrated through numerical experiments on CEC2014 and CEC2017 benchmark functions. The results of these experiments show that the proposed algorithm is highly effective in solving optimization problems.•An improved linear prediction evolution algorithm based on topological opposition based learning (TILPE) is proposed.•The proposed strategy treat the the population series as a time series.•To validate the efficacy of TILPE, CEC2014 and CEC2017 benchmark functions are used.

Functional Outcome of Subtrochanteric Femoral Fracture Fixation by Intramedullary Interlocking Surgical Implant Generation Network Nail.

Subtrochanteric femoral fractures are one of the common fractures encountered in today's Orthopaedic practice. High stress leads implant failure and produce varus collapse. From the perspective of biomechanics, intramedullary fixation has unique advantage which can better distribute stress and acting load-sharing implants. Biomechanically proximal wide canal and short segment provide less optimal fixation by conventional intramedullary nails. Intramedullary nail by Surgical Implant Generation Network (SIGN) has proximal interlocking that gain purchase through femoral neck and provide improved stability for proximal part. The aim of this study was to evaluate the functional outcome of subtrochanteric fractures fixation by intramedullary interlocking SIGN nail. This prospective study was conducted from July 2016 to June 2018 at National Institute of Traumatology and Orthopaedic Rehabilitation (NITOR) through non randomized purposive sampling. Total 31 patients, aged above 18 years irrespective of sex with closed subtrochanteric fractures were included. Patients with pathological fracture, multiple injuries were excluded from the study. The mean age of the patients was 42.61±19.59 years with range 18-80 years. Most common fractures were Seinsheimer type III (51.6%) and average follows up 42.39 weeks (24-48 weeks). Union rate 93.55% with delayed union 6.45% and no nonunion. Functionally most of patient started early partial (77.42%) and full (64.52%) weight bearing with 61.29% have full knee ROM and 83.9% without limb shortening. Maximum patients regained walking (83.87%) and squatting (90.32%) and return to preinjury state (80.65%) of activities. Evaluation of outcome by Modified Harris Hip Score showed excellent (70.97%), good (22.58%), fair (3.23%) and poor (3.23%) thus satisfactory outcome were 93.55%. This study concludes that intramedullary interlocking SIGN nail is a safe and reliable implant for the treatment of subtrochanteric fractures with excellent functional outcome.

Result of Subtrochanteric Femoral Fracture Fixation by Intramedullary Interlocking Surgical Implant Generation Network (SIGN) Nail.

Treatment of sub-trochanteric femoral fractures is a challenge to orthopaedic surgeons. High incidence of fixation failure and nonunion is due to thick cortical bone deserves special consideration of surgical treatment. Intramedullary nail by Surgical Implant Generation Network (SIGN) shows promising results in comparison to conventional fixation method because of its better strength, accuracy and surprisingly better results in infection and non-union. The aim of this study was to assess the rate and time taken for union of fractures by SIGN nail and determine peri-operative parameters. This prospective study was conducted from July 2016 to June 2018 at National Institute of Traumatology and Orthopaedic rehabilitation (NITOR) through non randomized purposive sampling. Total 31 patients, aged above 18 years irrespective of sex with closed subtrochanteric fractures were included. Patients with pathological fracture, multiple injuries were excluded from the study. Union status evaluated by Radiographic Union Score for Tibial (RUST) fracture where antero-posterior and lateral radiographs (X-ray) based assessment of healing of the four cortices done. The individual cortical scores were added to give a total score 4 being the minimum indicating fracture is definitely not healed and 12 being the maximum score indicating that the fracture is definitely healed. The mean age of the patients was 42.61±19.59 years with range 18-80 years. Majority of patients were male (68%) and most of injury (68%) due to road traffic accident with common fracture were Seinsheimer type III (51.6%). Average hospital stay period was 16.39 days and average follows up 42.39 weeks (24-48 weeks). Time taken for union was 14.16 weeks (11-28 weeks). According to RUST scores fracture union rate 93.55% with delayed union 6.45% and no nonunion. There was one patient with superficial wound infection, one unaccepted shortening and with no implant failure. This study concludes that intramedullary interlocking SIGN nail is a safe and reliable implant for the treatment of subtrochanteric femoral fractures.

Outcome of Open Reduction and Internal Fixation of Posterior Wall Fracture of Acetabulum.

Acetabular fracture usually occurs as a result of high velocity injury and often affects the young and economically productive population. Previously, treatment of acetabular fracture was grossly inadequate and many patients were left with incapacitating pain, limitation of movement. Proper management should be given in our set-up to save lives and to minimize long term complications and related disabilities. This study was done to evaluate the outcome of open reduction and internal fixation of posterior wall fracture of acetabulum. This prospective observational study was carried out in Dhaka Medical College Hospital, Dhaka, Bangladesh from July 2016 to June 2018. Total twenty five cases were selected. Radiological and functional outcome were evaluated six months after surgery according to Matta radiographic criteria and Merle d Aubigne and Postel criteria respectively. Effect of age, gender, hip dislocation, displacement of fracture fragment, associated injury, reduction quality, trauma to surgery time, complication of operation on the functional outcome was evaluated. Age range was 18-60 years. The mean age was 38±11 years. Male 23 and female 2, male and female ratio was 11.5:1. Mean follow up 8.5±1.7 months, range 6-12 months. According to Matta radiographic criteria, 6 months after surgery, 10 patients had excellent, 10 patients had good, 3 patients had fair and 2 patients had poor radiological outcome. According to Merle d Aubigne and Postel criteria, 6 months after surgery, 11 patients had excellent, 10 patients had good, 3 patients had fair and 1 patient had poor functional outcome. Overall functional outcome of the study population revealed that 21 patients (84%) belonged to satisfactory (Excellent + Good) and 4 patients (16%) belonged to unsatisfactory (Fair + Poor) outcome. AVN (avascular necrosis) of femoral head had been occurred in two patients, post-operative wound infection had been occurred in two patients and myositis ossificans around hip joint had been occurred in two patients. Twenty (20) patients were achieved anatomic (0, 1mm) reduction, 3 patients were achieved imperfect (2, 3mm) reduction and 2 patients were achieved poor (>3mm) reduction. This study concludes that open reduction and internal fixation of posterior wall fracture of acetabulum is a satisfactory method of treatment.

Giant Cell Tumour of the Talus: A Rare Case Report.

Giant-cell tumor constitutes 4-20% of all primary bone tumors in south East Asian population. They are benign locally aggressive bone tumour first described by cooper in 1818. These tumors occur predominantly in meta-epiphyseal region. Most often they are located around the knee joint. Although most of the tumors are diagnosed on plain radiograph alone, varying CT and MRI presentations of these tumors are essential to narrow down the differentials has an extended pre operative assessment.

Evaluation of Outcome of Exchange Nailing with Autogenous Bone Graft for Treating Aseptic Nonunion of Femoral Shaft Fracture.

Femoral shaft fractures are severe injuries and challenging for both, the patient and the surgeon. This study has been designed to assess the success rate of exchange nailing with autogenous cancellous bone graft for the treatment of non united femoral shaft fractures previously treated by ORIF with intramedullary nail. This quasi experimental study was carried out in the Department of Orthopaedics & Traumatology of Dhaka Medical College Hospital and NITOR from July 2007 to December 2008. Thirteen patients were followed up regularly for at least 1 (one) year after each operation to assess the functional outcome as well as union time according to the prescribed scoring system. Final outcome was analyzed by SPSS-18 version. Level of significance was set at 0.05 (p<0.05). In this study exchange nailing with autogenous cancellous bone graft were done for femoral shaft fracture with nonunion in 13 patients. Mean±SD age was 39.08±5.780 years; Male: Female = 9:4. Among 13 nonunion fractures, all (100%) were united after exchange nailing with autogenous cancellous bone graft in aseptic condition. Mean union time was 26.97±2.976 weeks in static mode of fixation. Union time was highest in atrophic type of fracture and lowest in hypertrophic type of fracture. Final outcome according to modified Thoresen's score was satisfactory 92.29%; according to modified Silvia's score was 10.77±0.832. Exchange nailing with autogenous cancellous bone graft is an effective method of treatment in femoral shaft fracture with nonunion after intramedullary nailing. It provides a good scope to reinforce the optimum mechanical stability by a larger diameter nail and locked if necessary; as well as biological stimulation by reaming and bone grafting.

Comparative Study of Stabilization of Humerus Supracondylar Fracture in Children by Percutaneous Pinning From Lateral Side and Both Sides.

The aim of this prospective experimental study was to analyze the radiological and clinical results of the supra condylar fracture of Humerus in children and conducted the functional outcome of closed reduction and internal fixation by percutaneous Kirschner-wire from lateral side and crossed technique in the National Institute of Traumatology and Orthopaedic Rehabilitation (NITOR), Sher-E-Bangla Nagor, Dhaka, Bangladesh from July 2011 to June 2013. Patients diagnosed as closed Supracondylar fracture of Humerus in children due to trauma were the study population. Total 30 patients aged 2 to 12 years irrespective of sex were included in the study and were divided in 2 groups. Information obtained included age, sex, type of fracture, management, outcomes and complications. The mean age was 7.80±2.08 and 5.93±2.31 years for Group I and Group II patients. Age range was 2-12 years. Males were predominant 11(73.3%) Group I and Group II. Fractures were primarily caused by fall from tree and left side predominant. In Group I the time elapsed between injury and surgery was minimum 2 hours and maximum 24 hours with mean±SD was 9.20±7.20, while in Group II minimum and maximum of 3 and 48 hours respectively with mean±SD was 9.60±11.01. Minimum and maximum post operative hospital stays were 1 and 2 days in Group I and Group II. Follow-up were carried out after 1, 3, 6 and 12 weeks of operation. Loss of post operative range of motion of elbow and loss of carrying angle was not significant (p>0.05). Functional outcome was analyzed by Flynn's grading. In this study there were 3(20%) cases with excellent, 10(66.67%) were good and 2(13.33%) were fair functional outcomes in Group I. In Group II excellent, good and fair functional outcome were 3(20%), 9(60%) and 3(20%) respectively. After chi-square test there was no significant difference between two groups.