Somalia faces recurrent climate shocks that intensify food insecurity, displacement, service disruption, and infectious-disease risk. Although outbreak response remains essential, repeated emergency action cannot address the structural conditions that sustain vulnerability. This commentary argues for a shift from react...
AY Osman, Maryana Adam, Abdisamad Abdihakim Aadam et al.· One Health· 0 citations
Strengthening One Health surveillance through community-based reporting, mobile health and veterinary services, integrated laboratory systems, and regional data sharing is essential to improve early detection, reduce spillover risk, and strengthen health security in the Horn of Africa.
AY Osman, Maryana Adam, I. A. Khalif· One Health· 0 citations
Artificial intelligence (AI) is transforming public health surveillance by enabling the integration of epidemiological, clinical, environmental, mobility, genomic, and digital data to detect emerging threats and anticipate disease transmission. However, the expansion from detecting outbreaks to predicting individual or...
Maryana Adam, Ayuub Axmed Osmaan, Mohamed Abdijabar Mohamed et al.· Frontiers in Public Health· 0 citations
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