Graph-aware spatio-temporal attention for forecasting HIV/AIDS case counts in public health surveillance

IntroductionProvincial-level monthly HIV/AIDS case-count forecasting is important for public health surveillance, early warning, and resource allocation. Existing methods often struggle to capture both cross-regional dependency patterns and complex temporal dynamics from routine notification data.Me...

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Bibliografiset tiedot

Päätekijät:	Ziyue Wang, Hossein Khaleghy, Yisong Yao, Jia Chen
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Frontiers Media S.A. 2026-03-01
Sarja:	Frontiers in Public Health
Aiheet:	3DCNN AIDS/HIV spatio-temporal forecasting attention mechanism inter-provincial graph structure public health surveillance
Linkit:	https://www.frontiersin.org/articles/10.3389/fpubh.2026.1771586/full
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