# Analysis for diagnosis of pneumonia symptoms using chest X-ray based on MobileNetV2 models with image enhancement using white balance and contrast limited adaptive histogram equalization (CLAHE)

> Research article (Biomedical Signal Processing and Control, 2023) · cited 47× · AI/ML

**Wikidata**: [openalex:W4389802844](https://www.wikidata.org/wiki/openalex:W4389802844)  
**Source**: https://4ort.xyz/entity/analysis-for-diagnosis-of-pneumonia-symptoms-using-chest-x-ray-based-on-mobilenetv2-models-with-image-enhancement-using-