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FRCPC Department of Medicine (Hematology), The Ottawa Hospital, MHPE, University of Ottawa, Ottawa, ON, Canada.
Background: Competency-Based Medical Education (CBME) aims to align educational outcomes with the demands of modern healthcare. Entrustable Professional Activities (EPAs) serve as key tools for feedback and professional development within CBME. With the growing body of literature on EPAs, there is a need to synthesize existing research on stakeholders' experiences and perceptions to enhance understanding of the implementation and impact of EPAs.
View Article and Find Full Text PDFA happy place to be in: how beliefs about living places influence depression in Chinese international student returnees.
BMC Public Health
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Independent Researcher, Ho Chi Minh, 727300, Vietnam.
Background: The mental health of Chinese international student returnees is a critical concern impacting their well-being and successful reintegration into home society, especially in the post-COVID-19 era. This study examines how beliefs about changing living conditions, emigration intentions, and belief in fate influence depression levels among these returnees.
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How is process tracing applied in health research? A systematic scoping review.
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Health Economics Unit, Institute of Applied Health Research, University of Birmingham, UK. Electronic address:
Complex health system questions often have a case study (such as a country) as the unit of analysis. Process tracing, a method from policy studies, is a flexible approach for causal analysis within case studies, increasingly used in applied health research. The aim of this study was to identify the ways in which process tracing methods have been used in health research, and provide insights for best practice.
View Article and Find Full Text PDFAutomated identification of impact spatters and fly spots with a residual neural network.
Forensic Sci Int
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Criminal Investigation School, Southwest University of Political Science and Law, Chongqing, China; Chongqing Institutions of Higher Education Municipal Key Criminal Technology Laboratory, Chongqing, China; Intelligent Research Center of Difficult Homicide Cases Investigation, Southwest University of Political Science and Law, Chongqing, China. Electronic address:
In criminal investigations, distinguishing between impact spatters and fly spots presents a challenge due to their morphological similarities. Traditional methods of bloodstain pattern analysis (BPA) rely significantly on the expertise of professional examiners, which can result in limitations including low identification efficiency, high misjudgment rates, and susceptibility to external disturbances. To enhance the accuracy and scientific rigor of identifying impact spatters and fly spots, this study employed artificial intelligence techniques in image recognition and transfer learning.
View Article and Find Full Text PDFNavigating Awareness and Strategies to Support Dementia Advocacy on Social Media During World Alzheimer's Month: Infodemiology Study.
JMIR Infodemiology
December 2024
Department of Computer Science, University of Saskatchewan, Saskatoon, SK, Canada.
Background: Understanding advocacy strategies is essential to improving dementia awareness, reducing stigma, supporting cognitive health promotion, and influencing policy to support people living with dementia. However, there is a dearth of evidence-based research on advocacy strategies used to support dementia awareness.
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