Climate change is reshaping pastoralist mobility across Somalia, creating overlooked pathways for zoonotic disease emergence. Recurrent droughts, floods, and environmental degradation force livestock-dependent communities into new ecological interfaces where humans, livestock, wildlife, and vectors increasingly interac...
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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