Dce Mri

Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a medical imaging technique used primarily to visualize and characterize tumors, particularly in breast cancer, by tracking the uptake of contrast agents over time. Current research focuses on improving automated tumor segmentation and classification using deep learning architectures like convolutional neural networks and transformers, often incorporating radiomics features and multimodal data integration (e.g., combining DCE-MRI with other imaging modalities). These advancements aim to enhance diagnostic accuracy, personalize treatment strategies, and potentially reduce reliance on contrast agents through techniques like virtual contrast enhancement, ultimately improving patient care and outcomes.