Objective To explore the feasibility， operation method， and clinical application value of transumbilical single-port laparoscopic cholecystectomy （TUSP-LC） in treatment for children patients with benign gallbladder diseases. Methods The clinical data of 64 patients with benign gallbladder diseases from June 2009 to June 2011 were analyzed retrospectively. The patients were divided into TUSP-LC group （n=41） and convention three-port LC （CTP-LC group， n=23）. The operative time， intraoperative blood loss， conversion to CTP-LC or laparotomy， operative complications， and hospital stay were recorded. The pains were registered at 3，6，12，24，48， and 72h postoperatively using visual analog scale （VAS）. The patients were given satisfaction questionnaires with surgery at 6 time points （1 week， 2 weeks， 1 month， 3 months， 6 months， 12 months） during a 12 months follow-up. Results A total of 64 pediatric LCs were performed successfully， no patients were converted to laparotomy. Except for one case of incision infection in the CTP-LC group 〔4.35%（1/23）〕 and one case of incision infection and one case of ecchymoma in the TUSP-LC group 〔4.88% （2/41）〕， no other complications such as bile duct injury， bile leakage， and incision hernia happened， the total complication rate was not significant difference in two groups （P＞0.05）. The operative time 〔（47.54±18.71） min versus（45.33±10.58） min〕， intraoperative blood loss 〔（18.56±13.34） ml versus （17.28±12.53） ml〕， and hospital stay 〔（1.67±0.36） d versus （1.81±0.38） d〕were not significant differences in two groups （P＞0.05）. The VAS score was not statisticly significant within 24h in two groups （P＞0.05）， but which in the TUSP-LC group was significantly lower than that in the CTP-LC group after 24h postoperatively （P＜0.05）. During a 12 months follow-up， the score of satisfaction in the TUSP-LC group was significantly higher than that in the CTP-LC group （P＜0.05）. Conclusions TUSP-LC is a safe and feasible method in the children patients with benign gallbladder diseases. It can be performed with the same technical exposure and outcomes as multi-port laparoscopy， with the added benefit of relieving postoperative pain and little no scarring.
Aiming at the problems of individual differences in the asynchrony process of human lower limbs and random changes in stride during walking, this paper proposes a method for gait recognition and prediction using motion posture signals. The research adopts an optimized gated recurrent unit (GRU) network algorithm based on immune particle swarm optimization (IPSO) to establish a network model that takes human body posture change data as the input, and the posture change data and accuracy of the next stage as the output, to realize the prediction of human body posture changes. This paper first clearly outlines the process of IPSO's optimization of the GRU algorithm. It collects human body posture change data of multiple subjects performing flat-land walking, squatting, and sitting leg flexion and extension movements. Then, through comparative analysis of IPSO optimized recurrent neural network (RNN), long short-term memory (LSTM) network, GRU network classification and prediction, the effectiveness of the built model is verified. The test results show that the optimized algorithm can better predict the changes in human posture. Among them, the root mean square error (RMSE) of flat-land walking and squatting can reach the accuracy of 10−3, and the RMSE of sitting leg flexion and extension can reach the accuracy of 10−2. The R2 value of various actions can reach above 0.966. The above research results show that the optimized algorithm can be applied to realize human gait movement evaluation and gait trend prediction in rehabilitation treatment, as well as in the design of artificial limbs and lower limb rehabilitation equipment, which provide a reference for future research to improve patients' limb function, activity level, and life independence ability.
ObjectiveTo compare the effectiveness of ultrasound-guided closed reduction and Kirschner wire fixation for different unstable humeral lateralcondylar fractures of children. Methods The clinical data of 94 children with unstable humeral lateralcondylar fractures admitted to three medical centers between January 2021 and October 2022 were retrospectively analyzed. The children were divided into three groups according to the Song classification and whether the elbow joint was dislocated or not, including 42 cases of Song 4 type (group A), 38 cases of Song 5 type (group B), and 14 cases of elbow joint dislocation (group C). There was no significant difference in gender, age, side, cause of injury, and time from injury to operation among the three groups (P>0.05). All children were treated with ultrasound-guided closed reduction and Kirschner wire fixation. The operation time and complications of the three groups were recorded and compared, and the failure of closed reduction was evaluated by ultrasound. X-ray examination was performed at last follow-up to measure the Baumann angle, condylar angle, carrying angle, and lateral osteophyte of the affected side; the extension, flexion, pronation, and supination range of motion of the affected elbow joint were measured; the function of the elbow joint was evaluated by Mayo score. ResultsThe operation time in group A was significantly longer than that in groups B and C (P<0.05). There were 7, 2, and 5 cases of closed reduction failure in groups A, B, and C, respectively, and there was no significant difference in the incidence of the closed reduction failure (P>0.05). All patients were followed up 6-28 months, with an average of 15.7 months. There was no significant difference in the follow-up time among the three groups (P>0.05). Complications: in group A, there were 2 cases of delayed union, 4 cases of needle tract infection, 1 case of trochlear necrosis, and 39 cases of lateral osteophyte; in group B, there was 1 case of malunion, 5 cases of needle tract infection, 1 case of redisplacement, and 26 cases of lateral osteophyte; in group C, there were 2 cases of needle tract infection and 10 cases of lateral osteophyte. There was no significant difference in the incidence of complications among the three groups (P>0.05). No cubitus varus or cubitus valgus deformity was found in all patients. At last follow-up, except that the condylar angle in group A was significantly greater than that in groups B and C (P<0.05), there was no significant difference in other imaging indicators, elbow range of motion, or Mayo score between groups (P>0.05). ConclusionThe Song type 4 of humeral lateralcondylar fracture treated with ultrasound-guided closed reduction and Kirschner wire fixation has a longer operation time, more postoperative complications, and is more prone to lateral osteophyte.