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AI-Enabled Stethoscopes in Primary Care: Why Implementation Science Matters More Than Algorithm Accuracy
AIartificial intelligenceheart failure

AI-Enabled Stethoscopes in Primary Care: Why Implementation Science Matters More Than Algorithm Accuracy

By MedXY|Mar 2, 2026

The TRICORDER trial demonstrates that while AI stethoscopes are capable of detecting heart failure, atrial fibrillation, and valvular disease, their real-world implementation in UK primary care did not yield a statistically significant incr

Tailored Implementation of Systems Navigation and Psychosocial Counselling to Enhance HIV Care Engagement among People Who Inject Drugs in Viet Nam: Evidence from a Cluster-Randomised Trial
Clinical UpdatesHIVImplementation Science

Tailored Implementation of Systems Navigation and Psychosocial Counselling to Enhance HIV Care Engagement among People Who Inject Drugs in Viet Nam: Evidence from a Cluster-Randomised Trial

By MedXY|Nov 30, 2025

A tailored approach to implementing systems navigation and psychosocial counselling significantly improved intervention fidelity and viral suppression among people with HIV who inject drugs in Viet Nam, compared to a standard strategy, high

Enhancing Communication in Trauma ICUs with the Best Case/Worst Case Tool: A Feasible Approach to Improve Prognostic Discussions
Critical CareImplementation Science

Enhancing Communication in Trauma ICUs with the Best Case/Worst Case Tool: A Feasible Approach to Improve Prognostic Discussions

By MedXY|Oct 9, 2025

The Best Case/Worst Case-ICU communication tool supports trauma ICU teams in effectively discussing prognoses with families, improving decision-making and reducing distress, though implementation faces practical barriers.

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