AI-Driven Chest X-Ray Analysis for Rapid COVID-19 Detection Using Grad-CAM Heatmaps

Discover how AI and Grad-CAM heatmaps enable fast, accurate, and explainable COVID-19 detection from chest X-rays with clinical-grade sensitivity and specificity.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-08
DOI
https://doi.org/10.5281/zenodo.17996443
Primary Topic
COVID-19 diagnosis using AI
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Driven Chest X-Ray Analysis for Rapid COVID-19 Detection Using Grad-CAM Heatmaps

Raşit Dinç
Zenodo (CERN European Organization for Nuclear Research)
COVID-19 diagnosis using AI
article

AI-Driven Chest X-Ray Analysis for Rapid COVID-19 Detection Using Grad-CAM Heatmaps

Raşit Dinç
article en

Abstract

Discover how AI and Grad-CAM heatmaps enable fast, accurate, and explainable COVID-19 detection from chest X-rays with clinical-grade sensitivity and specificity.

Zenodo (CERN European Organization for Nuclear Research)
Design Intelligence (United States) (US)
Openalex Percentile: Top 32%
COVID-19 diagnosis using AI
DOIOpen Access PDFOpenAlex
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AI-Driven Chest X-Ray Analysis for Rapid COVID-19 Detection Using Grad-CAM Heatmaps — Raşit Dinç · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS