most citedAutomated Segmentation of CT Scans for Normal Pressure Hydrocephalus

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cs.CV2019

Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior

Po-Yu Kao, Jefferson W. Chen, B. S. Manjunath

We propose a novel, simple and effective method to integrate lesion prior and a 3D U-Net for improving brain tumor segmentation. First, we utilize the ground-truth brain tumor lesi…

cs.CV2018

Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction

Po-Yu Kao, Thuyen Ngo, Angela Zhang +2

This paper introduces a novel methodology to integrate human brain connectomics and parcellation for brain tumor segmentation and survival prediction. For segmentation, we utilize…