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Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

PURPOSE: To develop an automated system for mediastinal lymph node detection and station mapping for chest CT. METHODS: The contextual organs, trachea, lungs, and spine are first automatically identified to locate the region of interest (ROI) (mediastinum). The authors employ shape features derived...

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Bibliografiske detaljer
Udgivet i:Med Phys
Main Authors: Liu, Jiamin, Hoffman, Joanne, Zhao, Jocelyn, Yao, Jianhua, Lu, Le, Kim, Lauren, Turkbey, Evrim B., Summers, Ronald M.
Format: Artigo
Sprog:Inglês
Udgivet: American Association of Physicists in Medicine 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4920813/
https://ncbi.nlm.nih.gov/pubmed/27370151
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.4954009
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