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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Eur Radiol
Päätekijät: Koitka, Sven, Kroll, Lennard, Malamutmann, Eugen, Oezcelik, Arzu, Nensa, Felix
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Springer Berlin Heidelberg 2020
Aiheet:
Linkit: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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