Large language models are increasingly used in clinical medicine, but their reliance on cloud servers conflicts with patient-privacy requirements and excludes resource-limited healthcare systems. Smal...
Background Digital HIV prevention interventions (DHIs) are efficacious in increasing prevention behaviors, and delivering them direct-to-consumer (DTC) expands their reach. However, few have successfu...
Background Musculoskeletal disorders (MSDs) are the leading cause of disability worldwide and the primary reason for healthcare utilization. Understanding a patient's rehabilitation goals and their mo...
Background Digital interventions designed to expand access to sexually transmitted and blood-borne infection (STBBI) testing are promoted to advance equitable health services. Yet many remain pilot pr...
Background Slow participant recruitment is one of the predominant determinants of failure or delay across clinical research. Even when recruitment targets are met, study populations may be unrepresent...
Background: Antiretroviral stock-outs in conflict-affected regions like Libya disrupt essential HIV treatment, risking viral suppression and health outcomes. However, the specific clinical impact of t...
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