Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction

16 Dec 2019Xiaoqing GuoChen YangPak Lun LamPeter Y. M. WooYixuan Yuan

Automatically segmenting sub-regions of gliomas (necrosis, edema and enhancing tumor) and accurately predicting overall survival (OS) time from multimodal MRI sequences have important clinical significance in diagnosis, prognosis and treatment of gliomas. However, due to the high degree variations of heterogeneous appearance and individual physical state, the segmentation of sub-regions and OS prediction are very challenging... (read more)

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