# Covid-19 Chest Radiography Images Analysis Based on Integration of Image Preprocess, Guided Grad-CAM, Machine Learning and Risk Management

> Research article (Proceedings of the 4th International Conference on Medical and Health Informatics, 2020) · cited 27× · AI/ML

**Wikidata**: [openalex:W3098873896](https://www.wikidata.org/wiki/openalex:W3098873896)  
**Source**: https://4ort.xyz/entity/covid-19-chest-radiography-images-analysis-based-on-integration-of-image-preprocess-guided-grad-cam-machine-learning-and