With the continuous deepening of medical insurance payment reform, the implementation of the ambulatory patient groups(APG) based point system for payment has posed new challenges to the quality management of outpatient electronic medical record writing, as well as the supervision and operation management of outpatient costs in hospitals. A certain hospital began information technology construction in July 2021. By introducing diagnostic grouping functions into the outpatient electronic medical record system, the hospital strengthened the standardization of medical record writing. It also established an intelligent audit system for medical insurance costs to conduct full-process supervision of outpatient medical expenses and developed an intelligent operation analysis system for outpatient APG to provide a basis for hospital operation management decisions and performance distribution. These measures effectively improved the quality of outpatient medical record, reduced outpatient medical costs, and optimized their structure. The application of the intelligent medical insurance audit system also effectively prevented certain non-compliant issues in medical insurance payments, which can provide a reference for other medical institutions.

With the continuous deepening of medical insurance payment reform, the implementation of the ambulatory patient groups(APG) based point system for payment has posed new challenges to the quality management of outpatient electronic medical record writing, as well as the supervision and operation management of outpatient costs in hospitals. A certain hospital began information technology construction in July 2021. By introducing diagnostic grouping functions into the outpatient electronic medical record system, the hospital strengthened the standardization of medical record writing. It also established an intelligent audit system for medical insurance costs to conduct full-process supervision of outpatient medical expenses and developed an intelligent operation analysis system for outpatient APG to provide a basis for hospital operation management decisions and performance distribution. These measures effectively improved the quality of outpatient medical record, reduced outpatient medical costs, and optimized their structure. The application of the intelligent medical insurance audit system also effectively prevented certain non-compliant issues in medical insurance payments, which can provide a reference for other medical institutions.

The prompt detection and proper evaluation of necrotic retinal region are especially important for the diagnosis and treatment of acute retinal necrosis (ARN). The potential application of artificial intelligence (AI) algorithms in these areas of clinical research has not been reported previously. The present study aims to create a computational algorithm for the automated detection and evaluation of retinal necrosis from retinal fundus photographs. A total of 149 wide-angle fundus photographs from 40 eyes of 32 ARN patients were collected, and the U-Net method was used to construct the AI algorithm. Thereby, a novel algorithm based on deep machine learning in detection and evaluation of retinal necrosis was constructed for the first time. This algorithm had an area under the receiver operating curve of 0.92, with 86% sensitivity and 88% specificity in the detection of retinal necrosis. For the purpose of retinal necrosis evaluation, necrotic areas calculated by the AI algorithm were significantly positively correlated with viral load in aqueous humor samples (

Objective: To investigate the incidence and prognosis of cognitive impairment and to find out the risk factors associated with the outcome for better understanding and preventing cognitive impairment in maintenance hemodialysis (MHD) patients. Methods: The patients who met the criteria as below: MHD patients (≥3 months) in Renji Hospital, Shanghai Jiao Tong University School of Medicine from January 2000 to July 2014, ≥18 years old were enrolled and could carry on the montreal cognitive assessment (MoCA) of voluntary cooperation. According to the score of MoCA, all enrolled patients were divided into two groups: cognitive impairment (MoCA<26) group and non-cognitive impairment (MoCA≥26) group. The follow-up period was 3 years. There were 130 males, and the incidence, demography data, medical history, hemodialysis data, laboratory examination and prognosis of cognitive impairment in hemodialysis patients were prospectively compared and analyzed. Logistic regression analysis was used to investigate the risk factors of cognitive impairment. Kaplan-Meier survival curve and Cox regression model were used for prognostic analysis. Results: A total of 219 MHD patients were enrolled. The incidence of cognitive impairment in MHD patients was 51.6%. There were 130 males, and the ratio of male to female was 1.46∶1. Age was (60.07±12.44) years old and dialysis vintage was (100.79±70.23) months. Compared with non-cognitive impairment group (n=106), patients in cognitive impairment group (n=113) were older, and had higher proportion of education status<12 years, history of diabetes and anuria (all P<0.05); however, the post-dialysis systolic pressure, pre-dialysis diastolic pressure, post-dialysis diastolic pressure, platelet and spKt/V were lower (all P<0.05). Multivariate logistic regression analysis showed that education status<12 years (OR=3.428, 95%CI 1.919-6.125, P<0.001), post-dialysis diastolic pressure<73 mmHg (OR=2.234, 95%CI 1.253-3.984, P=0.006) and spKt/V<1.72(OR=1.982, 95%CI 1.102-3.564, P=0.022) were the independent risk factors for cognitive impairment in MHD patients. The Kaplan-Meier survival curve analysis showed that the survival rate of patients with cognitive impairment was lower than that of non-cognitive impairment group in MHD patients during 3 years follow-up (χ²=3.977, P=0.046). Multivariate Cox regression analysis showed that cognitive impairment was an independent risk factor for death in MHD patients (RR=2.661, 95%CI 0.967-7.321, P=0.058). Conclusions Cognitive impairment is one of the common complications and an independent risk factor for death in MHD patients. The mortality is high in patients who suffer cognitive impairment. Education status<12 years, post-dialysis diastolic pressure<73 mmHg and spKt/V<1.72 are the independent risk factors for cognitive impairment in MHD patients.

Objective To investigate the clinical effect of the V-Y advancement flap based on double perfo-rators of the posterior tibial artery for reconstruction of small-area tissue defect in the achilles tendon. Methods From June, 2014 to June, 2017, a total of 8 patients with small-area tissue defect in the achilles tendon were repaired by the V-Y advancement flap based on double perforators of the posterior tibial artery. The size of defects ranged from 1.5 cm ×3.5 cm to 3.5 cm ×5.0 cm, and the size of flaps ranged from 2.0 cm ×8.0 cm to 4.0 cm ×12.0 cm. The donor area was directly sutured. Eight cases were followed-up, and the appearance, quality, color and elasticity was raorded. Results All V-Y advancement flaps based on double perforators of the posterior tibial artery survived, and all donor sites were directly sutured. Followed-up for 3 to 12 months. All V-Y advancement flaps were flat with the sur-rounding tissue. The appearance, quality, color and elasticity of flaps were good. According to the related evaluation criteria made by the American Orthopedic Foot and Ankle Surgery Society (AOFAS), the results of 8 patients were ex-cellent in 6 cases, and good in 2 cases. The patients had a high degree of satisfaction. Conclusion Application of the V-Y advancement flap based on the double perforators of the posterior tibial artery is an ideal method to repair the small-area tissue defect in the achilles tendon. This kind of surgery is simple, safe and has minimal donor site mor-bidity.

Objective To observe the damage degree and expression pattern of Caveolin-3 mRNA by ischemia-reperfusion injury in rabbits of skeletal muscle cell at different phases.Methods In this study,from April 2013 to December 2013,30 lower limbs of 15 Chinese White Rabbits were used and divided into two groups:all the left lower limbs were experimental group,which were made as an experimental model of ischemia-reperfusion injury by occluding left common iliac artery using noninvasive vascular.All the right lower limbs without surgical treatment were the control group.Gastrocnemius samples were obtained at 4h and 8h after reperfusion and handled by HE staining and observed by optical microscopy.By Real-time PCR,Caveolin-3/GAPDH mRNA were detected.Results HE stain showed:in control group,there was no edema,degeneration and inflammatory cell infiltration; in experi-meatal group,muscle cell degeneration had occured at ischemic 5 h.The edema was aggravated,a large number vacuole were formed and inflammatory cell were infiltrated at 4 h reperfusion.Reperfusion injury at 8h significantly reduced compared to 4 h.The Caveolin-3/GAPDH mRNA expression levels by SPSS 19.0 showed:Control group:1.026 ± 0.065,1.004 ±0.037,1.022 ±0.051,experimental group:1.159 ±0.073,1.445 ±0.053,1.208 ±0.058 at ischemic 5 h,4 h and 8 h reperfusion,respectively.On-line analysis of variance cases of ischemic 5 h and 4 h reperfusion and 8 h reperfusion,the experimental group than the control group were increased,with statistical significance (P ＜ 0.05).The experimental group of ischemic 5 h and 8 h reperfusion was no significant difference (P ＞ 0.05).It showed Caveolin-3 mRNA expression levels in ischemia-reperfusion 8 h group returned to normal.There was significant statistical difference between the ischemic 5 h and 4 h reperfusion (P ＜ 0.05).There was significant statistical difference between the 4 h reperfusion and 8 h reperfusion (P ＜ 0.05).Conclusion The expression of Caveolin-3 in experimental group showed a trend of first increased and then decreased.The expression levels of Caveolin-3 mRNA in skeletal muscle cells after ischemia-reperfusion injury is consistent with the development and progression of muscle cell damage.The results indicate that Caveolin-3 may play a control role in the injury and recovery of skeletal muscle cell.