S., Vijayalakshmi, Vijayasekaran G., Vinoth Kumar P., and Ayub Khan A. “Pneumonia Detection Enhanced by Conditional Generative Adversarial Networks CGAN Addressing Class Imbalance With High Quality Synthetic Data”. Journal of Innovative Image Processing 7, no. 4 (December 15, 2025): 1436–1459. Accessed March 20, 2026. https://irojournals.com/iroiip/article/view/843.