Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Objective To sort out the organisational support strategies adopted by typical public hospitals to improve the mental health of healthcare workers,to provide reference for hospitals around the world,and to enhance the healthcare health force.Methods In December 2023,57 cases of organisational support for healthcare workers'mental health in public hospitals were searched and screened,and the textual content of specific measures in the case hospitals was coded using thematic framework analysis.Two rounds of expert consultation were conducted to further screen typical cases.Results 4 General strategies of system optimisation,professional services,promotion and education,and humanistic care and their corresponding 9 sub-strategies were identified based on the coding content.The 11 typical cases screened by experts were further summarised and analysed to distil the specific practices carried out by each hospital to improve the mental health of healthcare workers.Conclusion The mental health status of healthcare workers is not optimistic,and hospitals need to pay full attention to it and take supportive organisational measures to address the existing problems.For example,expanding the reserve of psychological professionals,enhancing the application of information technology,and improving the willingness of healthcare professionals to accept mental services.

Mental help-seeking is one of the most important way to identify and prevent mental illnesses and disorders, but many people in need often lack the willingness to actively seek help.So accurately predicting mental help-seeking tendencies and behaviors is of great importance for the early prevention and intervention of mental health problems. With the development of artificial intelligence technology, the application of machine learning to the prediction of mental help-seeking behavior has become more widespread and has demonstrated better predictive efficacy than traditional methods. By collecting and analyzing multiple types of data, machine learning models can more comprehensively identify potential predictors of help-seeking behavior and provide a scientific basis for personalized intervention. Given the lack of systematic integration of previous research in this area, this paper provides a comprehensive review of the application and development of machine learning methods in the prediction of mental help-seeking behavior, analyses their mechanisms and advantages, discusses the current status of their application in different populations, and proposes directions for future research and perspectives, with the aim of providing useful references and insights for relevant research and clinical work.

Mental help-seeking is one of the most important way to identify and prevent mental illnesses and disorders, but many people in need often lack the willingness to actively seek help.So accurately predicting mental help-seeking tendencies and behaviors is of great importance for the early prevention and intervention of mental health problems. With the development of artificial intelligence technology, the application of machine learning to the prediction of mental help-seeking behavior has become more widespread and has demonstrated better predictive efficacy than traditional methods. By collecting and analyzing multiple types of data, machine learning models can more comprehensively identify potential predictors of help-seeking behavior and provide a scientific basis for personalized intervention. Given the lack of systematic integration of previous research in this area, this paper provides a comprehensive review of the application and development of machine learning methods in the prediction of mental help-seeking behavior, analyses their mechanisms and advantages, discusses the current status of their application in different populations, and proposes directions for future research and perspectives, with the aim of providing useful references and insights for relevant research and clinical work.