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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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Sonraí Bibleagrafaíochta
Foilsithe in:Eur Radiol
Main Authors: Koitka, Sven, Kroll, Lennard, Malamutmann, Eugen, Oezcelik, Arzu, Nensa, Felix
Formáid: Artigo
Teanga:Inglês
Foilsithe: Springer Berlin Heidelberg 2020
Ábhair:
Rochtain Ar Líne: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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