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Methods:Two thousand standard sections images werre collected from 2 000 clinical retrospective pediatric hip ultrasound videos from January 2019 to January 2021. All standard sections were annotated by the annotation team through the self-designed software based on Python 3.6 environment for image cross-media data annotation and manual review standardization process with unified standards. Among them, 1 753 were randomly selected for training the deep learning system, and the remaining 247 were used for testing the system. Further, 200 standard sections were randomly selected from the test set, and 8 clinicians independently completed the film reading annotation. The 8 independent results were then compared with the AI results.Results:The testing set consists of 247 patients. Compared with the clinician's measurements, the area under the receiver operating characteristic curve (AUC) of diagnosing hip joint maturity was 0.865, the sensitivity was 76.19%, and the specificity was 96.9%. The AUC of AI system interpretation under Graf detailed typing was 0.575, the sensitivity was 25.90%, the specificity was 89.10%. The 95% LoA of α-angle determined by Bland-Altman method, of -4.7051° to 6.5948° ( Bias -0.94, P<0.001), compared with clinicians' measurements. The 95% LoA of β-angle, of -7.7191 to 6.8777 ( Bias -0.42, P=0.077). Compared with those from 8 clinicians, the results of AI system interpretation were more stable, and the β-angle effect was more prominent. Conclusion:The AI system can quickly and accurately measure the Graf correlation index of standard DDH ultrasonic standard diagnosis plane.
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@#Objective To explore the effects of assertive community and family treatment on family environment and compliance of patients with schizophrenia. Methods A total of 122 patients with schizophrenia discharged from January, 2014 to September, 2015 along with their families were enrolled and divided into intervention group (n=61) and control group (n=61). The intervention group received comprehensive intervention including family treatment by a professional team in the assertive community treatment model, while the control group received routine follow-up, for twelve months. They were evaluated with Positive and Negative Symptoms Scale (PANSS), Insight and Treatment Attitude Questionnaire (ITAQ), Family Environment Scale-Chinese Version (FES-CV), duration of pharmaceutical treatment and relapse rate before, and six and twelve months after intervention. Results There were statistically significant differences between the intervention group and the control group in total score of PANSS, score of ITAQ and FES-CV six and twelve months after intervention (FGroup>1.760, P<0.05); 16 patients in the control group and seven patients in the intervention group relapsed during the observation period (χ2=4.340, P=0.037). Kaplan-Meier survival analysis showed statistically significant difference between the two groups in duration of pharmaceutical treatment (χ2=6.338, P=0.012). Conclusion Assertive community and family treatment can improve intimacy between patients with schizophrenia and their family members, reduce high emotional expression, improve medication compliance, and reduce relapse.
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Objective To investigate the changes of serum IL-1β,IL-6 ,TNF-α,NGF and BDNF levels and their correlation with clinical symptoms of schizophrenia inpatiens and their value in the auxiliary diagnosis of schizophrenia .Methods The case-control study was used .The levels of serum IL-1β,IL-6 ,TNF-α,NGF and BDNF were measured by using the enzyme linked immunosorbent assay(ELISA) in 85 inpatients with schizophrenia and 85 healthy controls .Their changes in the case group were compared between before treatment and after 3-month treatment .The Pearson correlation analysis was used to analyze the correlation between the lev-els of IL-1β,IL-6 ,TNF-α,NGF and BDNF with the positive and negative syndrome scale (PANSS) score and the auxiliary diagnosis value of serum cytokine and neurotrophic factor levels were evaluated with the receiver operating characteristic (ROC) curve .Re-sults The levels of serum IL-1β(t=4 .560) ,IL-6(t= 4 .957) and TNF-α(t= 4 .799) before treatment in the schizophrenia case group were significantly higher than those in control group ,while the NGF(t= -4 .806) and BDNF(t= -4 .881) levels were sig-nificantly lower than those in the control group ,the differences were statistically significant (P<0 .01) .After 3-month treatment , the levels of serum IL-1β(t=4 .543) ,IL-6(t=4 .327) and TNF-α(t=4 .654) in the schizophrenia case group were significantly de-creased compared with before treatment ,while the NGF(t= -4 .641) and BDNF(t= -4 .876) levels were significantly increased , the differences were statistically significant (P< 0 .01) .IL-1β was positively correlated with the positive symptoms scores (r=0 .325 ,P<0 .01) ,IL-6 was positively correlated with the negative symptoms scores (r=0 .319 ,P<0 .01) ,TNF-α was positively correlated with the positive symptoms scores (r= 0 .281 ,P< 0 .01) ,NGF was negatively correlated with the positive symptoms scores(r= -0 .229 ,P<0 .05) ,BDNF was negatively correlated with the positive symptoms scores (r= -0 .272 ,P< 0 .05) .The cut-off values of serum IL-1β,IL-6 ,TNF-α,NGF and BDNF in the auxiliary diagnosis of schizophrenia were 40 .083 ,20 .037 ,17 .115 ,19 .998 ,584 .157pg/mL respectively ,the corresponding areas under the ROC were 0 .723 ,0 .772 ,0 .686 ,0 .712 and 0 .708 respectively ,the sensitivities were 0 .565 ,0 .871 ,0 .894 ,0 .859 and 0 .729 respectively ,and the specificities were 0 .871 ,0 .565 ,0 . 365 ,0 .494 and 0 .624 respectively .Conclusion The levels of serum IL-1 ,IL-6 ,TNF-α,NGF and BDNF have the correlation with the clinical symptoms of schizophrenic inpatients and have a certain value in the auxiliary diagnosis of schizophrenia .
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Objective To evaluate the effect of assertive case management on relapse and health economic evalua?tion in schizophrenics living in communities. Methods Two hundred outpatients were randomly divided into the study group (107 enrolled, 107 completed) which received assertive case management and the control group (93 enrolled, 91 completed) which received normal management treatment for 12 months. Clinical global impression scale (CGI) and the cost of treatment were assessed every three months. Medication adherence and family burden were evaluated before treat?ment and 3, 6 and 12 months after the treatment using Medication Adherence Rating Scale (MARS) and Family Burden Instructing, respectively. Results The study group was less likely to relapse compared with the control group over the 12-month follow-up and the relapse rates were 1.9%and 11.0%in study and control groups, respectively (P<0.01). The repeated-measures analysis of variance indicated that time main effect was significant in severity of illness factor score of CGI (P<0.01). The time main effect and group main effect in factor 1 and factor 3 scores of MARS were significant (all P<0.05) and there was an interaction effect in factor1 score of MARS (P<0.01). In the study group, time effect were signifi?cant in factor 1 score of MARS (P<0.01). The time main effects in indirect cost and total cost were significant and so were interaction effects in direct cost and total cost (P<0.05). In the study group, time effects were significant in direct cost and total cost (P<0.01). Comparison of FBI dimensions before and after the intervention showed that family relation?ship was much more decreased in the study group than in the control group (P<0.01). Conclusions Assertive Case Man?agement can reduce the recurrence of schizophrenia living in communities, improve compliance medication and family re?lationship as well as reduce the cost of treatment.
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OBJECTIVE:To determine the content of levofloxacin by PVC membrane selective electrode. METHODS: A glass electrode coated with levofloxacin PVC membrane was prepared for the first time with the molecular complex of levofloxacin iodide and bismuth iodide as electric active material, and a series study was performed on its responsibility. RESULTS: The electrode gave Nernst response to levofloxacin over the concentration range of 5.0?10-3～1.0?10-5 moL?L-1 with a slope rate of 56.5mV?pC-1, a suitable pH of 2.5～4.0, and an average recovery rate of 98.31%～101.6%(2.80%～4.90%). CONCLUSION: The electrode was simple in operation, and it has a rapid response and good reproducibility, and it is applicable for the quantitative determination of levofloxacin.