Magnetic Resonance Image

Magnetic Resonance Imaging (MRI) is a crucial medical imaging technique used to visualize internal structures of the body, primarily focusing on the brain and other soft tissues. Current research heavily utilizes deep learning, employing convolutional neural networks (CNNs) like U-Net, EfficientNet, ResNet, and Vision Transformers, to improve image quality, automate diagnosis (e.g., Alzheimer's disease, brain tumors), and enhance segmentation accuracy. These advancements significantly impact healthcare by enabling faster, more accurate diagnoses, improved treatment planning (e.g., radiotherapy), and the development of novel image analysis techniques.