The impact of algorithm-driven exposure to disease-related short videos on rehabilitation outcomes in lumbar disc herniation patients: content heterogeneity and psychological mediating mechanisms

BackgroundShort videos have become a primary channel for Lumbar Disc Herniation (LDH) patients to obtain disease knowledge and rehabilitation guidance. Algorithm-driven personalized recommendations may expose patients to heterogeneous LDH-related content, affecting their health anxiety and rehabilitation trajectories.ObjectiveThis study explored the impacts of LDH-related short video exposure duration and content types on health anxiety and lumbar […]

Health care management in Africa: a debate for future research and agenda

This article provides a critical narrative synthesis of literature on healthcare management in Africa, focusing on two interconnected areas: the impact of managerial capability on shaping integrated healthcare ecosystems and the adoption, implementation, and governance of digital health innovations within diverse health system contexts. Based on health systems strengthening frameworks and socio-technical views on digital […]

Cohort profile: the Resilient Minds national study of mental health and cognitive resilience in community dwelling adults aged 18 to 93

PurposeThe Resilient Minds (ReMind) cohort was established to investigate cognitive and mental health resilience across the life course, addressing a gap in longitudinal evidence about resilience. The study collected data on traditional medical and lifestyle risk factors for chronic disease, genetics, and a range of mental health and cognitive outcomes. It also aimed to explore […]

Bibliometric analysis of deep learning for surgical instrument segmentation, detection and tracking in minimally invasive surgery

BackgroundDeep learning (DL) methods for surgical video analysis have expanded rapidly in minimally invasive surgery (MIS). However, a structured bibliometric overview focused on DL-based surgical instrument segmentation, detection, and tracking is lacking. The objective of this review is to systematically map the research landscape with this focus, by examining publication trends, influential authors, institutions, and […]

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