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A Dynamic Adaptive Ensemble Learning Framework for Noninvasive Mild Cognitive Impairment Detection: Development and Validation Study.
JMIR Med Inform
January 2025
School of Software, Taiyuan University of Technology, Jingzhong, China.
Background: The prompt and accurate identification of mild cognitive impairment (MCI) is crucial for preventing its progression into more severe neurodegenerative diseases. However, current diagnostic solutions, such as biomarkers and cognitive screening tests, prove costly, time-consuming, and invasive, hindering patient compliance and the accessibility of these tests. Therefore, exploring a more cost-effective, efficient, and noninvasive method to aid clinicians in detecting MCI is necessary.
View Article and Find Full Text PDFReflections of Foster Youth Engaging in the Co-Design of Digital Mental Health Technology: Duoethnography Study.
JMIR Form Res
January 2025
Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States.
Background: Current research on digital applications to support the mental health and well-being of foster youth is limited to theoretical applications for transition-aged foster youth and support platforms developed without intentional input from foster youth themselves. Centering the lived expertise of foster youth in digital solutions is crucial to dismantling barriers to care, leading to an increase in service access and improving mental health outcomes. Co-design centers the intended end users during the design process, creating a direct relationship between potential users and developers.
View Article and Find Full Text PDFFirst-time use of electronic patient-reported outcome measures in a cluster randomized trial: a qualitative study.
J Patient Rep Outcomes
January 2025
Department of Health Sciences Ålesund, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Ålesund, Norway.
Background: Although there is clear evidence supporting the beneficial effects of regularly assessing patient-reported outcomes (PROs), the comprehensive integration of patient-reported outcome measures (PROMs) into routine cancer care remains limited. This study aimed to explore the facilitators and barriers encountered by principal investigators (PIs) (oncologists) and study nurses during the implementation of the Eir ePROM within a cluster randomized trial (c-RCT) in cancer outpatient clinics. Additionally, we sought to examine the influence of Eir on the working routines of the participants.
View Article and Find Full Text PDFBackground: The number of older adults entering the criminal justice system is growing. Approximately 8% of older prisoners in England and Wales have suspected dementia or mild cognitive impairment (MCI) and experience difficulties in everyday functioning, and disruption to their daily life. At present, no specific dementia/MCI care pathway has been implemented that is applicable and appropriate for use across different prisons in England and Wales.
View Article and Find Full Text PDFSustained Alcohol Service Refusal Rates to Underage Patrons in Nightlife Setting: 25-Year Follow-Up of a Swedish Alcohol Prevention Program.
J Adolesc Health
January 2025
STAD, Stockholm Prevents Alcohol and Drug Problems, Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden.
Purpose: In 1996, a multicomponent alcohol prevention intervention was launched and later institutionalized in Stockholm. This study examines the long-term effects of the program on compliance with the legal minimum age limit for alcohol service at licensed premises.
Methods: The intervention comprised community mobilization and collaboration, training, and enforcement aimed at preventing alcohol service to underage (<18 years) or obviously intoxicated patrons.
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