Hemanth Karnati

Enhancing Diagnostic Accuracy in Medical Imaging: Integrating GAN-Based Data Augmentation for Balanced Dataset Creation

2024

Advancements in medical imaging have been substantially driven by deep learning technologies, particularly Convolutional Neural Networks (CNNs). A critical hurdle in this domain is the imbalance of datasets, where certain medical conditions are underrepresented, leading …