Development

Machine learning-driven development of a stratified CES-D screening system: optimizing depression assessment through adaptive item selection | BMC Psychiatry

Machine learning-driven development of a stratified CES-D screening system: optimizing depression assessment through adaptive item selection | BMC Psychiatry

admin March 28, 2025 0

Recursive Feature Elimination (RFE) and linear regression modelThrough Recursive Feature Elimination (RFE) combined with cumulative variance explanation (R2) analysis, this...

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Development and validation of machine learning models based on stacked generalization to predict psychosocial maladjustment in patients with acute myocardial infarction | BMC Psychiatry

Development and validation of machine learning models based on stacked generalization to predict psychosocial maladjustment in patients with acute myocardial infarction | BMC Psychiatry

admin February 21, 2025 0

Participants and data collectionA convenience sampling method was used to recruit young and middle-aged patients with AMI who were treated...

Read MoreRead more about Development and validation of machine learning models based on stacked generalization to predict psychosocial maladjustment in patients with acute myocardial infarction | BMC Psychiatry
Examining the perception of undergraduate health professional students of their learning environment, learning experience and professional identity development: a mixed-methods study | BMC Medical Education

Examining the perception of undergraduate health professional students of their learning environment, learning experience and professional identity development: a mixed-methods study | BMC Medical Education

admin August 24, 2024 0

Quantitative phaseThe response rate was 57.8% (525 responses out of 908), while the usability rate was 74.3% (390 responses out...

Read MoreRead more about Examining the perception of undergraduate health professional students of their learning environment, learning experience and professional identity development: a mixed-methods study | BMC Medical Education

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