Automated and robust organ segmentation for 3D-based internal dose calculation
Abstract Purpose In this work, we address image segmentation in the scope of dosimetry using deep learning and make three main contributions: (a) to extend and optimize the architecture of an existing convolutional neural network (CNN) in order to obtain a fast, robust and accurate computed tomograp...
Main Authors: | , , , , , |
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Format: | Article |
Language: | English |
Published: |
SpringerOpen
2021-06-01
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Series: | EJNMMI Research |
Subjects: | |
Online Access: | https://doi.org/10.1186/s13550-021-00796-5 |