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Tolulope Elegbede

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Open access Aug 2026

Explainable Deep Learning for COVID-19 and Pneumonia Classification in Chest X-ray Images Using Layer-Wise Relevance Propagation

The results highlight the importance of combining accurate classification with interpretable model explanations for more transparent and trustworthy medical imaging applications, particularly in rural and under-resourced healthcare settings.

Vedant Hathalia, Tolulope Elegbede, Viktoriia Liu · Cureus · 0 citations