Breast MRI

Breast MRI is a crucial imaging technique for detecting and characterizing breast cancer, aiming to improve diagnostic accuracy and personalize treatment. Current research heavily focuses on developing AI-driven methods, particularly employing deep learning architectures like generative adversarial networks (GANs) and transformers, to enhance image analysis and reduce reliance on contrast agents. These techniques are used for tasks such as synthesizing contrast-enhanced images from non-contrast scans, improving tumor segmentation, and predicting treatment response, ultimately leading to more efficient and less invasive diagnostic workflows. The resulting advancements hold significant promise for improving patient care and streamlining clinical decision-making.