Probabilistic Segmentation of Brain Tumors Based on Multi-modality Magnetic Resonance Images

In this paper, multi-modal magnetic resonance (MR) images are integrated into a tissue profile that aims at differentiating tumor components, edema and normal tissue. This is achieved by a tissue classification technique that learns the appearance models of different tissue types based on training samples identified by an expert and assigns tissue labels to… CONTINUE READING