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The establishment of mental health assessment system provides a new way for the early diagnosis of mental health problems, in view of the growing population of mental diseases and problems and the uneven distribution of mental health resources. In the mental health assessment system, intelligent assistant diagnosis can assist or help psychiatrists improve their work efficiency. Intelligent assistant diagnosis provides technical support for predictive screening and auxiliary diagnosis of mental health problems. It is an intelligent diagnosis research based on big data analysis and machine learning in mental health assessment system. This article mainly reviews the application methods, the application progress in the field of mental health, as well as related technical issues and safety issues, and prospects the future research development.
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Objective:To estimate the mental health status and personality traits of the nuclear radiation emergency rescuers, allowing to provide reference basis for improving their mental health.Methods:Totally 52 nuclear radiation emergency rescuers were selected as the subjects. The symptom checklist 90 (SCL-90) and Cattell′s 16 personality factor scale (16PF) were used to assess their mental health status and personality traits. The results obtained from the survey of these rescuers were compared with those obtained using Students′ t-test, One-Way ANOVA and Pearson correlation analysis. Results:The average scores of multiple factors and positive items of the SCL-90 were significantly lower in the rescuers than in the norm ( t=-4.77 to -2.04, P<0.05), and the positive rate was 21.15%. The symptom checklist 90 subscales such as somatization, obsessive-compulsive and depression were found in the rescuers. Rescuers received high scores in the following components among the 16 factors of Cattell: less intelligent-more intelligent, emotionally stable. Rescuers also received low scores in the following components among the 16 factors of Cattell: tough-minded-tender-minded, trusting-suspicious. Life satisfaction, educational degree and Cattell′s 16 PF were significantly associated with the factors of SCL-90( r=-0.569 to 0.627, P<0.05). Conclusions:The rescuers are better than ordinary Chinese people in psychological health. Mental health-related factors such as literacy, life satisfaction, and personality traits should be taken into account when selecting team members and conducting psychological interventions.
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Objective To discuss the development and content of Chinese mental health assessment guideline.Methods Following literature review,initial assessment items were outlined by authors.A questionnaire survey concerniug assessment criteria was then conducted among the authorities in tbe field of psychology or psychiatry,A working group meeting was held to make the final decision.Results Ninety-five of 192 questionnaires were finally received,and those who knew much well about mental health accounted for 85.3%.Of 24 commonly used definition and criteria,5 assessment criteria and 15 essential items were agreed to use for mental health evaluation in Chinese populations.Conclusion The development of Chinese mental health assessment guideline is important to modify mental health evaluation and health care services in China.
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@#Objective To investigate the mental health status of patients with coronary artery stent implantation. Methods Symptom Checklist (SCL-90) was used to evaluate the mental health conditions of 218 patients after coronary artery stent implantation with man-machine conversation and computer evaluation. Results It was found that 48 cases in excellent mental health, accounting for 22.02%; 56 cases in good mental health condition, accounting for 25.69%; 82 cases in normal mental health condition, accounting for 37.61%; and 32 cases in poor mental health, accounting for 14.68%. In addition to the interpersonal factor, hostility and psychosis factors, the other six factors’overall average score was more than 2. More than 50% of the staff scored greater than 3, and their average positive factors were greater than 43 items in somatization, depression, anxiety and fear. Conclusion The patients after coronary artery stent implantation suffered from many psychological problems.