Elekta, Inc.

United States of America

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G06N 20/00 - Machine learning 1
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METHOD AND APPARATUS FOR LEARNING-ENHANCED ATLAS-BASED AUTO-SEGMENTATION

      
Document Number 02903158
Status In Force
Filing Date 2014-02-12
Open to Public Date 2014-09-04
Grant Date 2020-05-12
Owner ELEKTA, INC. (USA)
Inventor Han, Xiao

Abstract

Disclosed herein are techniques for enhancing the accuracy of atlas-based auto-segmentation (ABAS) using an automated structure classifier that was trained using a machine learning algorithm. Also disclosed is a technique for training the automated structure classifier using atlas data applied to the machine learning algorithm.

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