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Browse normalized, publication-ready research with direct links to its evidence and source.
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Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
Loading articles data…
Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
2 articles
Newest firstIn this study, we introduce a novel benchmark comprising over 9,000 real-world, point-of-care, multilingual, and multimodal clinical question-answer pairs sourced from frontline health workers in Nigeria. Using the dataset, we compare local general practitioners to multiple leading open and closed LLMs. Our results reveal several critical insights into the suitability of LLMs as clinical decision support systems i…
Open article record in new tab ↗For decades, medical voice dictation and scribe services have boosted productivity in high-resource settings. Yet, they remain virtually absent in low- and middle-income countries (LMICs), where healthcare systems face physician shortages and heavier patient loads, but rely on outdated, paper-based workflows. Digital transformation efforts in these settings often overlook a critical barrier: the limited computer p…
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