# A deep learning and grad-CAM based color visualization approach for fast detection of COVID-19 cases using chest X-ray and CT-Scan images

> Research article (Chaos Solitons & Fractals, 2020) · cited 528× · AI/ML

**Wikidata**: [openalex:W3048123412](https://www.wikidata.org/wiki/openalex:W3048123412)  
**Source**: https://4ort.xyz/entity/a-deep-learning-and-grad-cam-based-color-visualization-approach-for-fast-detection-of-covid-19-cases-using-chest-x-ray-a