PNEUMONIC IMAGE PREARRANGEMENT AND DETECTION USING GENERATIVE ADVERSARIAL NETWORKS (GANS)
Keywords:
Machine Learning , Pulmonary Image Classification, Generative Adversarial Networks (GANs), Medical Diagnosis, Pulmonary Prediction,.Abstract
Pneumonia is a severe respiratory infection that poses a significant threat to globalpublic health, especially among children and elderly populations. Accurate and timely diagnosis through chest X-ray imaging
References
Thatha, V. N., Chalichalamala, S., Pamula, U., Krishna, D. P., Chinthakunta, M., Mantena, S. V., Vahiduddin, S., & Vatambeti, R. (2025b). Optimized machine learning mechanism for big data healthcare system to predict disease risk factor. Scientific Reports, 15(1). https://doi.org/10.1038/s41598-025-98721-6.


