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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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Publicat a:BMC Med Imaging
Autors principals: Iuga, Andra-Iza, Carolus, Heike, Höink, Anna J., Brosch, Tom, Klinder, Tobias, Maintz, David, Persigehl, Thorsten, Baeßler, Bettina, Püsken, Michael
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2021
Matèries:
Accés en línia: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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