Leveraging explainable artificial intelligence and spatial analysis for communicable diseases in Asia (2000–2022) based on health, climate, and socioeconomic factors

This study demonstrates the effectiveness of integrating machine learning, spatial analysis, and XAI to uncover disease determinants and guide targeted interventions. The findings offer actionable insights for improving disease surveillance, resource allocation, and public health strategies across Asia.

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Publication Details

Journal
International Journal of Health Geographics
Published
2025-12-22
DOI
https://doi.org/10.1186/s12942-025-00433-7
Citations
1
Primary Topic
Data-Driven Disease Surveillance
Type
article
Field-Weighted Citation Impact
1.35

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article

Leveraging explainable artificial intelligence and spatial analysis for communicable diseases in Asia (2000–2022) based on health, climate, and socioeconomic factors

Md. Siddikur Rahman, Md. Abu Bokkor Shiddik
1 citations
International Journal of Health Geographics
Data-Driven Disease Surveillance
1.35
article

Leveraging explainable artificial intelligence and spatial analysis for communicable diseases in Asia (2000–2022) based on health, climate, and socioeconomic factors

Md. Siddikur Rahman, Md. Abu Bokkor Shiddik
article en
1 citations

Abstract

This study demonstrates the effectiveness of integrating machine learning, spatial analysis, and XAI to uncover disease determinants and guide targeted interventions. The findings offer actionable insights for improving disease surveillance, resource allocation, and public health strategies across Asia.

International Journal of Health GeographicsVol. 24(1)
Begum Rokeya University (BD)
World Health Organization, UNICEF
Climate action
Openalex Percentile: Top 13%
Data-Driven Disease Surveillance
1.35
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