88 citations · 199 across the 9 of their papers we have counts for
3 papers · 1 filter
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…
Accurate 3D Cell Segmentation using Deep Feature and CRF Refinement
Jiaxiang Jiang, Po-Yu Kao, Samuel A. Belteton +2
We consider the problem of accurately identifying cell boundaries and labeling individual cells in confocal microscopy images, specifically, 3D image stacks of cells with tagged ce…
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…