Geospatial-based surveillance of malaria risk in dar es salaam using a hybrid 3DCNN + LSTM and CA model

International Journal of Health Geographics · Published 2026-07-12 · DOI 10.1186/s12942-026-00482-6

Free full text

Authors (3)

Edmund Steven Kanjagaile, Dorothea Deus, Anastazia Daniel Msusa

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Kanjagaile, E., Deus, D., Msusa, A. (2026). Geospatial-based surveillance of malaria risk in dar es salaam using a hybrid 3DCNN + LSTM and CA model. International Journal of Health Geographics. https://doi.org/10.1186/s12942-026-00482-6

Related articles

• Disparities of children’s obesogenic environments in Louisiana · International Journal of Health Geographics · 2026 · Same journal
• Prevalence, spatial distribution, and determinants of anemia among under-five children in the Democratic Republic of Congo: evidence from the 2023–24 DHS · International Journal of Health Geographics · 2026 · Same journal
• Geospatial and multilevel analysis of lifetime HIV testing uptake among high-risk adults in Mozambique: evidence from the 2022–2023 DHS · International Journal of Health Geographics · 2026 · Same journal
• Spatial downscaling of multivariate disease risk · International Journal of Health Geographics · 2026 · Same journal
• Cooperative spatial modelling of hospital compliance with minimum caseload requirements · International Journal of Health Geographics · 2026 · Same journal
• Multiscale geographically weighted modeling of tuberculosis incidence in China: integrating geographic perspectives into epidemiological analysis · International Journal of Health Geographics · 2025 · Same journal
• Mapping the COVID-19 pandemic in Burkina Faso: spatial patterns, socioeconomic factors, and public health implications · International Journal of Health Geographics · 2026 · Same journal
• Enhancing elderly care services in high-density aging communities: a dual-dimensional GIS-SPO framework for spatial and temporal optimization · International Journal of Health Geographics · 2025 · Same journal
• Assessing the accuracy of routing engines in replicating children’s walking routes to school: a comparative study of google, mapbox, and OSRM · International Journal of Health Geographics · 2026 · Same journal
• Temporal-spatial distribution characteristics and associated socioeconomic factors of medical expenditures for rural patients with chronic kidney disease in Fujian Province, Southeast China · International Journal of Health Geographics · 2026 · Same journal