# Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection

> Research article (IEEE Access, 2019) · cited 248× · AI/ML

**Wikidata**: [openalex:W2981036610](https://www.wikidata.org/wiki/openalex:W2981036610)  
**Source**: https://4ort.xyz/entity/combining-noise-to-image-and-image-to-image-gans-brain-mr-image-augmentation-for-tumor-detection