Enhanced MRI-based Brain Tumour Classification with a Novel Pix2Pix Generative Adversarial Network Augmentation Framework

Information Science, Artificial Intelligence, Medicine, Basic Medical Sciences, Neurology, Medical Imaging, Oncology,
brain tumours   conditional deep convolutional neural network   generative adversarial networks   Pix2Pix model   synthetic data  

Here’s the translation of the report, ensuring all content is preserved as requested: The research presents an enhanced MRI-based brain tumor classification method using a novel Pix2Pix Generative Adversarial Network (GAN) augmentation framework, effectively addressing challenges in data scarcity and privacy while improving diagnostic accuracy. Doe...