Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study

Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study

Abstract In this work, we propose a processing pipeline for the extraction and identification of meaningful radiomics biomarkers in skeletal muscle tissue as displayed using Dixon-weighted MRI. Diverse and robust radiomics features can be identified that may be of aid in the accurate quantification...

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Bibliographic Details
Main Authors: Marc Fischer, Thomas Küstner, Sofia Pappa, Thoralf Niendorf, Tobias Pischon, Thomas Kröncke, Stefanie Bette, Sara Schramm, Börge Schmidt, Johannes Haubold, Felix Nensa, Tobias Nonnenmacher, Viktoria Palm, Fabian Bamberg, Lena Kiefer, Fritz Schick, Bin Yang
Format: Article
Language:English
Published: BMC 2023-08-01
Series:BMC Medical Imaging
Subjects:
German national cohort
Radiomics
Texture feature analysis
Magnetic resonance imaging
Online Access:https://doi.org/10.1186/s12880-023-01056-9

Internet

https://doi.org/10.1186/s12880-023-01056-9

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