A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations

Automated Lymph Node (LN) detection is an important clinical diagnostic task but very challenging due to the low contrast of surrounding structures in Computed Tomography (CT) and to their varying sizes, poses, shapes and sparsely distributed locations. State-of-the-art studies show the performance...

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Bibliographic Details
Published in:Med Image Comput Comput Assist Interv
Main Authors: Roth, Holger R., Lu, Le, Seff, Ari, Cherry, Kevin M., Hoffman, Joanne, Wang, Shijun, Liu, Jiamin, Turkbey, Evrim, Summers, Ronald M.
Format: Artigo
Language:Inglês
Published: 2014
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4295635/
https://ncbi.nlm.nih.gov/pubmed/25333158
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