Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR

Abstract Multiparametric Magnetic Resonance Imaging (MRI) can provide detailed information of the physical characteristics of rectum tumours. Several investigations suggest that volumetric analyses on anatomical and functional MRI contain clinically valuable information. However, manual delineation...

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Autores principales: Stefano Trebeschi, Joost J. M. van Griethuysen, Doenja M. J. Lambregts, Max J. Lahaye, Chintan Parmar, Frans C. H. Bakers, Nicky H. G. M. Peters, Regina G. H. Beets-Tan, Hugo J. W. L. Aerts
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2017
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/530f2a985a074fb7bdfb89c6da9063f9
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