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Semantic segmentation using synthetic images of underwater marine-growth.
Front Robot AI
January 2025
AAU Energy, Aalborg University, Esbjerg, Denmark.
Introduction: Subsea applications recently received increasing attention due to the global expansion of offshore energy, seabed infrastructure, and maritime activities; complex inspection, maintenance, and repair tasks in this domain are regularly solved with pilot-controlled, tethered remote-operated vehicles to reduce the use of human divers. However, collecting and precisely labeling submerged data is challenging due to uncontrollable and harsh environmental factors. As an alternative, synthetic environments offer cost-effective, controlled alternatives to real-world operations, with access to detailed ground-truth data.
View Article and Find Full Text PDFThis study explored body image among transgender and nonbinary adults, including their body appreciation, embodiment, general psychological distress, and gender identity-related pride. This study also considered participants' pursuit of gender-affirming surgery and mental health services. This cross-sectional survey examined participants' ( = 214; = 28.
View Article and Find Full Text PDFPerceptions of Mental Health Challenges and Needs of Indonesian Adolescents: A Descriptive Qualitative Study.
Int J Ment Health Nurs
February 2025
Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Indonesian adolescents face an increased risk of developing mental health conditions such as depression and anxiety, largely due to insufficient mental health literacy and awareness. This lack of knowledge often leads to delayed recognition and treatment. To address this, the present descriptive qualitative study explores Indonesian adolescents' perceptions of mental health challenges and needs.
View Article and Find Full Text PDFHealthcare Resource Utilization in the Two Years Prior to Total Shoulder Arthroplasty.
J Shoulder Elbow Surg
January 2025
Department of Orthopaedics, Dartmouth Hitchcock Medical Center, Lebanon, NH, USA.
Background: Reverse (RTSA) and anatomic total shoulder arthroplasty (ATSA) are the gold standard surgical treatments for symptomatic glenohumeral osteoarthritis (OA). Typically, these procedures are pursued after exhausting medical management and non-arthroplasty procedures. There is little reliable evidence focused on non-arthroplasty treatments for glenohumeral OA, although their use is widespread.
View Article and Find Full Text PDFLong-term impact of early identification of cerebral palsy.
Curr Opin Pediatr
January 2025
Shirley Ryan AbilityLab, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern Feinberg School of Medicine, Chicago, Illinois, USA.
Purpose Of Review: Early identification of cerebral palsy (CP), as in all neurologic conditions, has a profound impact on the ability to initiate interventions, support the education and empowerment of parents, ameliorate the effect of the conditions, and importantly identifies cohorts for neuroprotection or repair to address the primary injury. CP is a life span condition. Rapid initiation of services, support and anticipatory guidance is essential to maximize functional outcomes, prevent or manage complications and improve quality of life.
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