Fully Convolutional Neural Networks Improve Abdominal Organ Segmentation

Abdominal image segmentation is a challenging, yet important clinical problem. Variations in body size, position, and relative organ positions greatly complicate the segmentation process. Historically, multi-atlas methods have achieved leading results across imaging modalities and anatomical targets...

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Veröffentlicht in:Proc SPIE Int Soc Opt Eng
Hauptverfasser: Bobo, Meg F., Bao, Shunxing, Huo, Yuankai, Yao, Yuang, Virostko, Jack, Plassard, Andrew J., Lyu, Ilwoo, Assad, Albert, Abramson, Richard G., Hilmes, Melissa A., Landman, Bennett A.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2018
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5992909/
https://ncbi.nlm.nih.gov/pubmed/29887665
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2293751
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