Nature

Deep Learning Methods in Lung CT Image Segmentation

Deep learning has transformed the segmentation of lung structures in computed tomography by enabling fully automated delineation of lung parenchyma, airways and lobes with high accuracy and efficiency ...
Nature

Deep Learning for Brain Tumor Image Segmentation

Deep learning has transformed the automatic delineation of brain tumours in magnetic resonance imaging by enabling end-to-end systems that learn rich hierarchical features from raw data. Convolutional ...
Medical Device and Diagnostic Industry (MD+DI)

The AI Era: How Deep Learning is Overcoming Data Scarcity in Medical Imaging

AI medical imaging market is projected to exceed $20B by 2035. Generative models address class imbalances in medical imaging ...