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#artificial intelligence Open access Oct 2026

Interpreting Machine Learning Predictions with SHAP and LIME for Transparent Decision Making

Machine learning models increasingly influence critical decisions across diverse domains, yet their complex architectures often operate as black boxes, obscuring the rationale behind predictions and limiting stakeholder trust. This research demonstrates a comprehensive, reproducible workflow for applying explainable ar...

M. Stow · 1 citation
2026

INTEGRATING GEOSPATIAL HOTSPOT ANALYSIS AND CLINICAL SEVERITY PROFILING FOR PRECISION MALARIA CONTROL IN BAYELSA STATE, NIGERIA

The utility of integrating transmission intensity mapping and severity analytics to inform precision public health strategies, optimize resource allocation, and strengthen malaria control programs in Bayelsa State is demonstrated.

Emmanuella Obasi, J. Nnodi, M. Stow · 0 citations

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