YOLOX-SwinT algorithm improves the accuracy of AO/OTA classification of intertrochanteric fractures by orthopedic trauma surgeons.

PURPOSE: Intertrochanteric fracture (ITF) classification is crucial for surgical decision-making. However, orthopedic trauma surgeons have shown lower accuracy in ITF classification than expected. The objective of this study was to utilize an artificial intelligence (AI) method to improve the accuracy of ITF classification. METHODS: We trained a network called YOLOX-SwinT, which is based on the You Only Look Once X (YOLOX) object detection network with Swin Transformer (SwinT) as the backbone architecture, using 762 radiographic ITF examinations as the training set. Subsequently, we recruited 5 senior orthopedic trauma surgeons (SOTS) and 5 junior orthopedic trauma surgeons (JOTS) to classify the 85 original images in the test set, as well as the images with the prediction results of the network model in sequence. Statistical analysis was performed using the Statistical Package for the Social Sciences (SPSS) 20.0 (IBM Corp., Armonk, NY, USA) to compare the differences among the SOTS, JOTS, SOTS + AI, JOTS + AI, SOTS + JOTS, and SOTS + JOTS + AI groups. All images were classified according to the AO/OTA 2018 classification system by 2 experienced trauma surgeons and verified by another expert in this field. Based on the actual clinical needs, after discussion, we integrated 8 subgroups into 5 new subgroups, and the dataset was divided into training, validation, and test sets by the ratio of 8:1:1. RESULTS: The mean average precision at the intersection over union (IoU) of 0.5 (mAP50) for subgroup detection reached 90.29%. The classification accuracy values of SOTS, JOTS, SOTS + AI, and JOTS + AI groups were 56.24% ± 4.02%, 35.29% ± 18.07%, 79.53% ± 7.14%, and 71.53% ± 5.22%, respectively. The paired t-test results showed that the difference between the SOTS and SOTS + AI groups was statistically significant, as well as the difference between the JOTS and JOTS + AI groups, and the SOTS + JOTS and SOTS + JOTS + AI groups. Moreover, the difference between the SOTS + JOTS and SOTS + JOTS + AI groups in each subgroup was statistically significant, with all p < 0.05. The independent samples t-test results showed that the difference between the SOTS and JOTS groups was statistically significant, while the difference between the SOTS + AI and JOTS + AI groups was not statistically significant. With the assistance of AI, the subgroup classification accuracy of both SOTS and JOTS was significantly improved, and JOTS achieved the same level as SOTS. CONCLUSION: In conclusion, the YOLOX-SwinT network algorithm enhances the accuracy of AO/OTA subgroups classification of ITF by orthopedic trauma surgeons.

Candidal periprosthetic joint infection after primary total knee arthroplasty combined with ipsilateral intertrochanteric fracture: A case report.

BACKGROUND: Candidal periprosthetic joint infection is a rare and difficult to diagnose complication of total knee arthroplasty. The treatment of such complications is inconclusive and may include prosthesis removal, debridement, arthrodesis, and extensive antifungal therapy to control the infection. CASE SUMMARY: A 62-year-old male with a history of total knee arthroplasty (TKA) in his left knee presented with ipsilateral knee pain and a sinus discharge 20 mo after TKA. The patient was previously evaluated for left knee pain, swelling, and a transient fever one month postoperatively. Prothesis removal and insertion of a cement spacer were performed in a local hospital six months prior to the current presentation. Medical therapy included rifampicin and amphotericin which were administered for 4 wk following prosthesis removal. A second debridement was performed in our hospital and Candida parapsilosis was detected in the knee joint. Fourteen weeks following the latter debridement, the patient suffered a left intertrochanteric fracture and received closed reduction and internal fixation with proximal femoral nail anterotation. Two weeks after fracture surgery, a knee arthrodesis with autograft was performed using a double-plate fixation. The patient recovered adequately and was subsequently discharged. At the two-year follow-up, the patient has a stable gait with a pain-free, fused knee. CONCLUSION: Fungal periprosthetic joint infection following TKA may be successfully and safely treated with prosthesis removal, exhaustive debridement, and arthrodesis after effective antifungal therapy. Ipsilateral intertrochanteric fractures of the affected knee can be safely fixated with internal fixation if the existing infection is clinically excluded and aided by the investigation of serum inflammatory markers.

The use of a skin-stretching device combined with vacuum sealing drainage for closure of a large skin defect: a case report.

BACKGROUND: This case report presents the treatment of a large infected skin defect, which was caused by an accidental explosion, through a skin-stretching device combined with vacuum sealing drainage. To the best of our knowledge, the area of the wound that we treated may currently be the largest. CASE PRESENTATION: A 41-year-old Asian man was transferred to the Center of Trauma Surgery of our hospital for the closure of an open infected wound with a large skin defect in his right lower limb caused by an accidental explosion of 100 pieces of blasting cap. The wounds located in his right gluteal were approximately 40 cm × 35 cm. On admission, the wounds had hemorrhaged, exhibiting a darkened appearance, and included scattered metallic foreign bodies. Debridement of his right gluteal area was conducted 6 hours after injury. Subsequently, a skin-stretching device combined with vacuum sealing drainage was applied to reduce the skin defect. This treatment proved to be valuable for the closure of the skin defect and to attain successful functional rehabilitation without sciatic nerve entrapment or amputation in this case. CONCLUSIONS: It is difficult to close large skin defects, especially when they are infected. The application of a skin-stretching device combined with vacuum sealing drainage should be commonly applied to treat infected wounds because it is a safe and easy operative technique.

Diagnosis and treatment of rare complications of pelvic fractures.

PURPOSE: To enhance the awareness of rare complications of pelvic fracture and describe the correct diagnosis and effective treatment. METHODS: A total of 188 cases of pelvic fractures were retrospectively reviewed, and four patients who suffered from four types of rare pelvic fracture complications were described, namely ureteral obstruction caused by retroperitoneal hematoma-induced abdominal compartment syndrome (ACS), bowel entrapment, external iliac artery injury, and open scrotal sac injury. RESULTS: We demonstrated that combined measures should be employed to prevent the occurrence of ACS following major pelvic fractures. Ureteral catheter support may be a good option at an early stage when ACS occurred. Contrasted computed tomography examination and sufficient awareness are keys to a correct diagnosis of bowel entrapment following pelvic fractures. Recognition of risk factors, early diagnosis, and prompt treatment of suspected injury of the external iliac artery are keys to patient survival and to avoid limb loss. Scrotal and/or testicular injury complicated by pelvic fractures should be carefully treated to maintain normal gonad function. Additionally, establishment of a sophisticated trauma care system and multi-disciplinary coordination are important for correct diagnosis and treat- ment of rare complications in pelvic fractures. CONCLUSIONS: Rare complications of pelvic fractures are difficult to diagnose and negatively impact outcome. Recognition of risk factors and sufficient awareness are essential for correct diagnosis and prompt treatment.

"One-stop hybrid procedure" in the treatment of vascular injury of lower extremity.

As a new surgical technique, "one-stop hybrid procedure" is rarely applied in trauma patients. This paper aims to explore its role in vascular injury of the lower extremity. Vascular intervention combined with open surgery was performed to treat three cases of vessel injuries of the lower extremity in our hybrid operating room. One patient with stab injury to the left femoral vein was treated by temporary artery blocking after excluding arterial injury by angiography, followed by blocking surgery and debridement and repair of the injured vein. The other two patients with drug addiction history, who were found to have pricking injuries to the femoral artery combined with local infection, were successfully treated by endovascular techniques and open debridement. One-stop hybrid procedure in treating vascular injury patients could simplify the operation procedure, reduce operative risk, and achieve good curative effect.

Abscess formation in vertebral canal and presacral area following penetrating injury of rectum and sacral vertebra by a steel rod.

Penetrating injury to the rectum, vertebral body and spinal cord by a steel rod is a rare condition. Treatment of this kind of injury is very challenging. Rectal injury requires repair and fecal diversion, while debridement of the spine is difficult, especially when the injury site is very long. Here we report a case of penetrating injury of rectum and sacral vertebra by a steel rod after falling onto the ground from 1 m height. The abscess cavity was irrigated with 3% hydrogen peroxide and physio-logical saline repeatedly. The bony canal was carefully debrided, curetted and bony fragments were removed. Spinal irrigation and drainage lasted for 2 months and sensitive antibiotic (amikacin sulfate) was given 7 days after surgery, but abscess was still formed in the vertebral canal. At 6-month follow-up, the patient was paralyzed without any neurological improvement, and the pain in low back and lower limb still continued.

Current state and future perspectives of trauma care system in mainland China.

OBJECTIVE: To investigate the current state of trauma care in mainland China, and to propose possible future suggestions for the development of the trauma care system in mainland China. METHOD: An extensive Medline/PubMed search on the topic of trauma care or trauma care system was conducted. Publications in Chinese that could best describe the state of trauma care in China were also included. In addition, two meetings were held by Group for Trauma Emergency Care and Multiple Injuries, Trauma Society of Chinese Medical Association to discuss the development and perspectives of trauma care system in mainland China. Important conclusions from the two meetings were included in this publication. RESULTS: Trauma has become an increasing public health problem in mainland China in association with the rapid growth of the economy over the past 30 years. Although great progress has been made in regards to the care of the injured, there is still no government agency dedicated to deal with trauma-related issues, or a national trauma care system operating on the Chinese mainland. Various trauma prevention measures have been taken, but with little effect. Funds contributed to trauma-related research has increased in recent years and promoted rapid development in this field, but further improvement in research is needed. However, many groups such as the Trauma Society of the Chinese Medical Association have continued to explore mechanisms for the treatment of trauma patients and have developed various types of regional trauma care systems, resulting in improved trauma care and a better outcome for the injured. CONCLUSIONS: Although great progress has been made in trauma care in mainland China, there are many failings. To improve trauma care in China, the establishment of a sophisticated trauma system and various enhancements on trauma prevention are urgently required.

Damage control of multiple injuries headed by cervical spinal cord injury.

OBJECTIVE: To explore the strategy of damage control in clinical treatment of multiple injuries headed by cervical spinal cord injury. METHODS: A retrospective analysis was performed in 32 patients. Cervical fractures associated with tetraplegia occurred in 18 patients, traumatic intervertebral disk hernia associated with tetraplegia in 2 patients, and cervical fractures and dislocation associated with tetraplegia in 12 patients. Seventeen cases were combined with craniocerebral injury, 7 combined with pulmonary contusion, multi-fractures of rib or hemopneumothorax, 2 combined with pelvic fracture and other 8 combined with fracture of limbs. The neural function was assessed by the American Spinal Injury Association (ASIA) scale. RESULTS: Thirty-one patients were followed up for an average of 14 months. Of them, 10 got complete recovery, 13 obtained improvement of more than one ASIA grade, 8 did not improve, and 1 died. CONCLUSIONS: For the emergency treatment of multiple injuries headed by cervical spinal cord injury, the damage control strategy is the principle to follow. The final operations are preferably performed within 5 to 10 days after injury so as to raise the successful rate of remedy.

Repair of acutely injured spinal cord through constructing tissue-engineered neural complex in adult rats.

OBJECTIVE: To construct tissue-engineered neural complex in vitro and study its effect in repairing acutely injured spinal cord in adult rats. METHODS: Neural stem cells were harvested from the spinal cord of embryo rats and propagated in vitro. Then the neural stem cells were seeded into polyglycolic acid scaffolds and co-cultured with extract of embryonic spinal cord in vitro. Immunofluorescence histochemistry and scanning electron microscope were used to observe the microstructure of this complex. Animal model of spine semi-transection was made and tissue-engineered neural complex was implanted by surgical intervention. Six weeks after transplantation, functional evaluation and histochemistry were applied to evaluate the functional recovery and anatomic reconstruction. RESULTS: The tissue-engineered neural complex had a distinct structure, which contained neonatal neurons, oligodendrocytes and astrocytes. After tissue-engineered neural complex was implanted into the injured spinal cord, the cell components such as neurons, astrocytes and oligodendrocytes, could survive and keep on developing. The adult rats suffering from spinal cord injury got an obvious neurological recovery in motor skills. CONCLUSIONS: The tissue-engineered neural complex appears to have therapeutic effects on the functional recovery and anatomic reconstruction of the adult rats with spinal cord injury.

Surgical treatment of infected arterial injuries of the major limb.

OBJECTIVE: To analyze retrospectively the surgical treatment of 21 cases of infected arterial injuries of the major limb hospitalized from 1989 to 2003 in our department. METHODS: After a radical debridement and drainage, an autologous vessel bypass reconstruction, simple vessel ligation or amputation were carried out respectively according to each patient's condition. In order to make a better milieu for the grafts, local musculo-cutaneous flaps were translocated to cover the wounds in 9 cases. RESULTS: 1 case (4.8%) died during the treatment. 5 cases (5/21, 23.8%) underwent amputations. Blood supply reconstruction was successful in 15 cases (15/21, 71.4%). 93.3% (14/15) of the cases were successful in getting an unobstructed vessel at early stage. Thrombosis occurred in 1 case (1/15, 6.7%) and a sound result was obtained after a second operation. CONCLUSIONS: Radical debridement combined with bypass vessel reconstruction with autologous vein and with musculo-cutaneous flap translocation is an effective treatment for infective limb vascular injuries.