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Development and validation of a meta-learner for combining statistical and machine learning prediction models in individuals with depression
(2022-05)
The debate of whether machine learning models offer advantages over standard statistical methods when making predictions is ongoing. We discuss the use of a meta-learner model combining both approaches as an alternative. ...
Optimal dose of brexpiprazole for augmentation therapy of antidepressant-refractory depression: A systematic review and dose-effect meta-analysis
(2022-06)
Background: Brexpiprazole augmentation is an effective treatment strategy for antidepressant-refractory depression, but its optimal dosage remains unclear.
Aims: To find the optimal dosage of brexpiprazole as augmentation ...
Examining the Effectiveness of Web-Based Interventions to Enhance Resilience in Health Care Professionals: Systematic Review
(2022-07)
Background: Internationally, the impact of continued exposure to workplace environmental and psychological stressors on
health care professionals’mental health is associated with increased depression, substance misuse, ...