# Effects of Image Preprocessing on the Performance of Convolutional Neural Networks for Pneumonia Detection

> Research article (2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 2021) · cited 16× · AI/ML

**Wikidata**: [openalex:W3204093709](https://www.wikidata.org/wiki/openalex:W3204093709)  
**Source**: https://4ort.xyz/entity/effects-of-image-preprocessing-on-the-performance-of-convolutional-neural-networks-for-pneumonia-detection