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Fully automated body composition analysis in routine CT imaging using 3D semantic segmentation convolutional neural networks

OBJECTIVES: Body tissue composition is a long-known biomarker with high diagnostic and prognostic value not only in cardiovascular, oncological, and orthopedic diseases but also in rehabilitation medicine or drug dosage. In this study, the aim was to develop a fully automated, reproducible, and quan...

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Bibliografische gegevens
Gepubliceerd in:Eur Radiol
Hoofdauteurs: Koitka, Sven, Kroll, Lennard, Malamutmann, Eugen, Oezcelik, Arzu, Nensa, Felix
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Springer Berlin Heidelberg 2020
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7979624/
https://ncbi.nlm.nih.gov/pubmed/32945971
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00330-020-07147-3
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