Liver Guided Pancreas Segmentation
Published: Apr 1, 2020
Abstract
In this paper, we propose and validate a location prior guided automatic pancreas segmentation framework based on 3D convolutional neural network (CNN). To guide pancreas segmentation, centroid of the pancreas used to determine its bounding box is calculated using the location of the liver which is firstly segmented by a 2D CNN. A linear relationship between centroids of the pancreas and the liver is proposed. After that, a 3D CNN is employed...
Paper Details
Title
Liver Guided Pancreas Segmentation
Published Date
Apr 1, 2020
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