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Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks

BACKGROUND: In oncology, the correct determination of nodal metastatic disease is essential for patient management, as patient treatment and prognosis are closely linked to the stage of the disease. The aim of the study was to develop a tool for automatic 3D detection and segmentation of lymph nodes...

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Detalhes bibliográficos
Publicado no:BMC Med Imaging
Main Authors: Iuga, Andra-Iza, Carolus, Heike, Höink, Anna J., Brosch, Tom, Klinder, Tobias, Maintz, David, Persigehl, Thorsten, Baeßler, Bettina, Püsken, Michael
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8045346/
https://ncbi.nlm.nih.gov/pubmed/33849483
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12880-021-00599-z
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