Preprint
Sep 2026
A Comparative Study of GAN-Based Deep Learning Models for Pneumonia Detection in Chest X-Rays
The classifier comparison highlights differences in accuracy and pneumonia recall, while the augmentation experiment indicates the need for further evaluation of synthetic-image quality and training settings.
Roshan Paudel, Aashish Ghimire, P. Acharya
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