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In this review, we summarize state-of-the-art artificial intelligence applications for non-invasive cardiovascular imaging modalities including computed tomography, magnetic resonance imaging, echocardiography, and nuclear myocardial perfusion imaging.

Youth aging out of child welfare systems face an abrupt transition to adulthood and expectation for self-sufficiency with few supports. The current study represents a scoping review and narrative synthesis that sought to identify indicators used to measure the success of aging out youth and their corresponding methods of assessment. A database search was conducted and 150 articles were included in the review. Results revealed eight broad indicators of successful transitions, including: education, employment, basic needs, social support and relationships, conduct and victimization, health, general living skills, and resilience and psychological empowerment. As a larger category, health was broken down into five subdomains of physical, mental health symptoms, reproductive/sexual health, substance use, and access to care/service utilization. Findings highlight the need for comprehensive tools and strengths-based approaches to assessing transitional gaps earlier in the aging out process. Given the interdependency of indicator outcomes, fulsome measurement can provide a window into a youth’s future concerns.

Supplemental material, supplemental_materials for Changes in sleep predict changes in depressive symptoms in depressed subjects receiving vortioxetine: An open-label clinical trial by Bing Cao, Caroline Park, Joshua D. Rosenblat, Yan Chen, Michelle Iacobucci, Mehala Subramaniapillai, Rodrigo B. Mansur, Hannah Zuckerman, Yena Lee and Roger S. McIntyre in Journal of Psychopharmacology