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Review Open access Sep 2026

Artificial intelligence in experimental and clinical in vitro analysis: applications, limitations, and future directions

The integration of artificial intelligence into in vitro analyses represents a transformative shift in laboratory medicine, diagnostics, and pharmaceutical research. Traditional in vitro methods, from cell culture assays to high-throughput screening, rely on manual interpretation and conventional statistics. Machine an...

Z. Othman, Mohamed Mustaf Ahmed, R. Nazari et al. · 0 citations
Open access Sep 2026

Temporal and spatial patterns of malaria in Somalia, 2021-2025: a district-level analysis of routine surveillance data.

BACKGROUND Malaria has increased across the Horn of Africa, where invasive urban mosquito vectors have been established. Somalia's sub-national epidemiology, surveillance completeness, and care cascade have not been evaluated in recent years. METHODS Routine national malaria surveillance data for Somalia from 2021-20...

Mohamed Mustaf Ahmed, Mohamed Adam Mahamud, Z. Othman · 0 citations

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