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Review Open access Sep 2026

Staged, life-cycle approach to evidence generation for digital health interventions in low- and middle-income countries

Abstract Digital health interventions (DHIs) are rapidly expanding across low- and middle-income countries (LMICs), driven by their potential to address persistent health system constraints, workforce shortages and health inequities. However, the evaluation of these interventions has not kept pace with their adoption....

Gareth Obery, E. Weicken, Shubhanan Upadhyay et al. · 0 citations
Open access Aug 2026

Adapting Evidence Standards: Transforming the NICE Framework to Embrace Rapidly Evolving Digital Health Technologies

Rapid advances in digital health technologies—including machine learning–enabled diagnostics and wearable devices—are transforming care pathways through real‑time monitoring and personalized interventions. However, static evidence requirements struggle to keep pace with products that update frequently and learn from re...

S. Bahadori, Peter Buckle, S. Ghafur et al. · 0 citations

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