Objective To compare the cost-effectiveness and cost-utility of venlafaxine and mirtazapine in patients with treatment-resistant major depression (TRD).Methods One hundred and five patients with TRD were enrolled in this study and grouped into venlafaxine treatment (n=50) and mirtazapine treatment (n=55) based on the double-blind randomization scheme generated by computer.The treatment costs of antidepressants during 8 weeks were calculated,the rates of clinical response and remission were taken as treatment effectiveness,and the quality-adjusted life years (QALYs) as treatment utility.The descriptive analysis and nonparametric test were used to compare the cost-effectiveness and cost-utility of different groups.Results During 8 weeks,the treatment cost of antidepressant was ￥ 1 396.44 for venlafaxine and ￥ 1 206.90 mirtazapine,and the difference between two groups was ￥ 189.54.The cost-effectiveness ratios between venlafaxine and mirtazapine were very close (differed ￥ 0.06 for remission rate and ￥ 1.08 for response rate respectively).There was no significant difference for cost-utility ratios between two groups (physical functioning Z=-0.15,P＞0.05 ; mental health Z=-0.54,P＞0.05).Conclusion Both cost-effectiveness and cost-utility of venlafaxine in patients with TRD are close between venlafaxine and mirtazapine.

Objective To explore the establishment of the coherent health service system for patients undergoing surgery in this region to optimize health care resources.Methods Using the Quantitative-qualitative research to investigate the conditions and needs of the regional network of health service between the third-grade class-A hospital and its collaborative hospitals,and it is about two-way referral,the follow ups after discharge,remote consultation,the conditions and needs of the remote training and the knowledge to the obstacles of carrying out the regional network service.Results The doctors and nurses in the research said,it was difficult to achieve the up referral in two-way referral,and there was financing obstacles for remote consultation and training,furthermore,the effects of the remote training was uncertain.Conclusions The regional network of health service between the third-grade class-A hospital and its collaborative hospitals is still weak,and we need to intensify the development of the regional network service.

Objective To evaluate the effectiveness of different medicine treatment strategies on the social functions promotion on the patients with treatment-resistant depression (TRD). Methods 375 Patients with TRD were randomly grouped into 8 groups, and each group was received 8 weeks different treatment for paroxetine,venlafaxine, mirtazapine, paroxetine plus risperidone, paroxetine plus sodium valproate, paroxetine plus buspirone, paroxetine plus trazodone,or paroxetine plus thyroxine, respectively. The efficacy and social functions were evaluated with HAMD-17, SDSS and SF-36. Results There were significant difference in SDSS scores between 8th week and the baseline( P＜0.01 ) , and for social functions factor scores of SF-36 there was significant difference between 4th ,8th week and the baseline in each groups( P＜0.01 ). There were significant difference in social functions factor scores of SF-36 and subtracting scores between 4th and 8th week in all groups except group paroxetine and group venlafaxine(P ＜ 0.05 or P ＜ 0.01 ). There were significant difference in SDSS subtracting scores at 8th week among 8 groups( paroxetine plus risperidone group 7.05 ± 6.39, mirtazapine group 6.53 ± 4.75, paroxetine plusthyroxine group 5.14 ± 4.94, paroxetine group 5.13 ± 4.94 ,paroxetine plus trazodone group 5.00 ± 4.94, paroxetine plus sodium valproate group 4.60 ± 4.09, venlafaxine group 4.57 ± 4.18, paroxetine plus buspirone group 4.24 ± 4.95 ) ( Z = 2.076, P ＜ 0.05 ), between group paroxetine plus risperidone and group venlafaxine , group paroxetine plus sodium valproate, group paroxetine plus buspirone,as group mirtazapine and group paroxetine plus buspirone(P＜ 0.05 ), respectively. The influencing factors on improving social functions are the severity, improvement of depressive symptoms and latest onset time. Conclusions These 8 treatment strategies all can promote social functions on the patients with TRD. But the intensity and chronological order of improvement werent the same among 8 groups. The influencing factors on improving social functions are the severity, improvement of depressive symptoms and latest onset time.

Objective To investigate the risk factors for unruptured intracranial aneurysms (UIA) in patients with acute cerebral infarction and whether the UIA affect early prognosis in patients with acute cerebral infarction.Methods Inpatients with acute cerebral infarction diagnosed at the Affiliated Hospital of Yangzhou University from January 2009 to August 2017 were retrospectively collected.Diagnosis of acute cerebral infarction and UIA was established by emergency magnetic resonance imaging and three dimensional time of flight magnetic resonance angiography screening.All patients with acute cerebral infarction were divided into the group with no intracranial aneurysm (A) and the group with UIA (B).Baseline materials such as demographics and cerebrovascular risk factors were used to analyze the comorbidity and risk factors of acute cerebral infarction and UIA.According to the modified Rankin scale (mRS) scores after 90 days,the patients were divided into a good prognosis group (mRS score ≤2) and a poor prognosis group (mRS score ≥3).The influence of the location,size,number of UIA and different treatments in the acute phase on the early prognosis of the two comorbidities was analyzed,and the relevant risk factors affecting prognosis were screened out.Results Of the 3 917 patients with acute cerebral infarction,3 641 patients met the inclusion criteria,and 237 patients (6.51％) had UIA.The proportion of age,women,smoking and hypertension in group B was significantly higher than that in group A.Multivariate regression analysis showed that women (odds ratio (OR)=1.691,95％ confidence interval (CI) 1.249-2.290,P=0.001),age (OR=1.023,95％ CI 1.010-1.036,P=0.000),smoking (OR=1.942,95％ CI 1.413-2.670,P=0.000),hypertension (OR=1.539,95％ CI 1.025-2.309,P=0.037) were significandy correlated with acute cerebral infarction complicated with UIA.There were 2 346 cases (64.43％) in the good prognosis group and 1 295 cases (35.57％) in the poor prognosis group after 90 days of onset.No statistically significant difference was found in the presence of UIA between the two groups (x2=0.002,P=0.967).There was no significant correlation between location,size and number of treatments,treatment patterns,the Trial of Org 10172 in Acute Stroke Treatment classification and patient outcome.Further Logistic regression analysis showed age (OR=1.009,95％CI 1.003-1.016,P=0.003),diabetes (OR=1.235,95％ CI 1.076-1.418,P=0.003),history of previous stroke (OR=1.544,95％ CI 1.324-1.801,P=0.000) and National Institutes of Healthy Stroke Scale (NIHSS) score at admission (OR=1.037,95％ CI 1.020-1.054,P=0.000) were significantly associated with poor outcomes in patients with acute cerebral infarction.Conclusions Female,age,smoking and hypertension were found to be risk factors for comorbidity of acute cerebral infarction and UIA.The location,size,and different treatments of UIA were not found to have a significant effect on early prognosis in patients with acute cerebral infarction;age,diabetes,previous stroke history,and baseline NIHSS score were high risk factors affecting early prognosis in patients with acute cerebral infarction with or without UIA.

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.

Objective·To compare the clinical features between different subtype bipolar patients with first mania episode, and to contribute to early identification of bipolar disorder. Methods·This study was based on the database named as National Bipolar Mania Pathway Survey (BIPAS). From November 2012 to January 2013, bipolar patients from 26 mental health facilities in China were enrolled in current study. The clinical features were compared between mania patients of different subtypes, including hypomania (groupⅠ), mania without psychotic symptoms (groupⅡ), mania with psychotic symptoms (group Ⅲ) and mixed state (group Ⅳ). Results·There was significant difference in the percentage of clinical symptoms between different subtype bipolar patients with first mania episode, especially the mania and anxiety related symptoms. Group Ⅰ, Ⅲ , Ⅳ were further compared with groupⅡ, which was considered as the typical bipolar disorder. The results showed that the mania related symptoms was significantly higher in group Ⅱ, but anxiety related symptoms was significantly higher in group Ⅰ, Ⅲ, Ⅳ. Moreover, Logistic regression analysis revealed that more eloquent or humor and unusually restless could be in favor of the diagnosis of hypomania; younger and mania or hypomania as first episode might be in favor of the diagnosis of mania with psychotic symptoms; older, national minorities and unusually restless could be in favor of the diagnosis of mixed state. Conclusion·The clinical features between different subtype bipolar patients with first mania episode are various, and analysis of the clinical features can contribute to early identification of bipolar disorder.

Objective To explore the relationship among depression,anxiety and social support in elderly patients in community outpatient clinic. Methods A total of 551 elderly outpatients from two com-munity health service centers of Hongkou District in Shanghai were evaluated with patient health question-naire-9 (PHQ-9),generalized anxiety disorder-7 (GAD-7),perceived social support scale( PSSS) for de-pression,anxiety,physical health and social support. Results The prevalence rates of depression and anxiety were 26. 1% and 17. 2%,respectively. The scores of PHQ-9 and GAD-7 were 2. 0(4. 0) and 1. 0(2. 0). There were statistically significant differences in the scores of family support,friend support,other support and social support among the elderly patients with different degrees of depression or anxiety (P<0. 01). Fam-ily support(B=-0. 196) and friend support(B=-0. 171) were protective factors of depression in elderly pa-tients in community outpatient clinic. Age,family support and friend support were protective factors of anxiety in elderly patients,while gender and fluctuation of physical diseases were protective factors of anxiety(P<0. 05). Con-clusions The depression and anxiety is intimately related to social support in elderly outpatients. Appropriate measures should be taken to optimize social support,mitigate bad mood negative improve their quality of life.

Recent advancement in natural language processing (NLP) and medical imaging empowers the wide applicability of deep learning models. These developments have increased not only data understanding, but also knowledge of state-of-the-art architectures and their real-world potentials. Medical imaging researchers have recognized the limitations of only targeting images, as well as the importance of integrating multimodal inputs into medical image analysis. The lack of comprehensive surveys of the current literature, however, impedes the progress of this domain. Existing research perspectives, as well as the architectures, tasks, datasets, and performance measures examined in the present literature, are reviewed in this work, and we also provide a brief description of possible future directions in the field, aiming to provide researchers and healthcare professionals with a detailed summary of existing academic research and to provide rational insights to facilitate future research.
Humans ; Natural Language Processing ; Surveys and Questionnaires