External validation of deep learning-based contouring of head and neck organs at risk

External validation of deep learning-based contouring of head and neck organs at risk

Background and purpose: Head and neck (HN) radiotherapy can benefit from automatic delineation of tumor and surrounding organs because of the complex anatomy and the regular need for adaptation. The aim of this study was to assess the performance of a commercially available deep learning contouring...

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Bibliographic Details
Main Authors: Ellen J.L. Brunenberg, Isabell K. Steinseifer, Sven van den Bosch, Johannes H.A.M. Kaanders, Charlotte L. Brouwer, Mark J. Gooding, Wouter van Elmpt, René Monshouwer
Format: Article
Language:English
Published: Elsevier 2020-07-01
Series:Physics and Imaging in Radiation Oncology
Subjects:
Deep learning
Auto-contouring
Contour comparison
Head & neck cancer
Online Access:http://www.sciencedirect.com/science/article/pii/S2405631620300312

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http://www.sciencedirect.com/science/article/pii/S2405631620300312

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