Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding

As lung cancer evolves, the presence of potentially malignant lymph nodes must be assessed to properly estimate disease progression and select the best treatment strategy. A method for accurate and automatic segmentation is hence decisive for quantitatively describing lymph nodes. In this study, the...

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Bibliographic Details

Published in:	Computer methods in biomechanics and biomedical engineering. Vol. 11; no. 1; pp. 44 - 58
Main Authors:	Bouget, David, Pedersen, André, Vanel, Johanna, Leira, Haakon O., Langø, Thomas
Format:	Journal Article
Language:	English
Published:	Taylor & Francis 02.01.2023
Subjects:	3D segmentation attention U-net ensemble mediastinal lymph nodes
ISSN:	2168-1163, 2168-1171
Online Access:	Get full text
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