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cs.CV2026
A Comparative Study of GAN-Based Deep Learning Models for Pneumonia Detection in Chest X-Rays
Roshan Paudel, Aashish Ghimire, Pramod Acharya
This study evaluates pneumonia classification in chest X-rays using VGG19, MobileNetV2, ResNet50, and a custom CNN, and explores Generative Adversarial Network (GAN)-based syntheti…
cs.CV2025
When CNNs Outperform Transformers and Mambas: Revisiting Deep Architectures for Dental Caries Segmentation
Aashish Ghimire, Jun Zeng, Roshan Paudel +6
Accurate identification and segmentation of dental caries in panoramic radiographs are critical for early diagnosis and effective treatment planning. Automated segmentation remains…