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Background: Coronary heart disease (CHD) and depression frequently co-occur, significantly impacting patient outcomes. However, comprehensive health status assessment tools for this complex population are lacking. This study aimed to develop and validate an explainable machine learning model to evaluate overall health status in patients with comorbid CHD and depression.
View Article and Find Full Text PDFFeasibility of a Mobile App-Based Cognitive-Behavioral Perinatal Skills Program: Protocol for Nonrandomized Pilot Trial.
JMIR Res Protoc
January 2025
Psychiatry Department, Weill Cornell Medicine, New York, NY, United States.
Background: Mental illness is one of the top causes of preventable pregnancy-related deaths in the United States. There are many barriers that interfere with the ability of perinatal individuals to access traditional mental health care. Digital health interventions, including app-based programs, have the potential to increase access to useful tools for these individuals.
View Article and Find Full Text PDFPurpose: To determine the status of depression and its key influencing factors among Chinese older adults in different living situations.
Method: Data of 7,092 older adults were obtained from the China Health and Retirement Longitudinal Survey. This study analyzed key variables influencing depressive symptoms using random forest modeling and logistic regression.
Objective: Aim: The aim is to substantiate the program for developing leadership skills among managers of police organizations and to test its effectiveness.
Patients And Methods: Materials and Methods: The research, which was conducted in 2022-2024, involved 64 mid-level managers of police organizations and 462 officers from police units (departments, divisions) directly subordinated to these managers. To achieve the aim, a set of methods was used: bibliosemantic, diagnostic, analysis and generalization, statistical.
Objective: Aim: The goal of this work is to investigate the effectiveness of state regulatory tools influencing the HCS reform process and the institutional support for the implementation of SGPMS at the primary level.
Patients And Methods: Materials and Methods: To evaluate the effectiveness of SGPMS implementation at the primary level, methods of observation, analysis and synthesis, grouping, and generalization were applied.
Results: Results: In the implementation of SGPMS, PMC is prioritized.
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