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Document type:
journal article 
Author(s):
Valentinitsch, Alexander, A; Karampinos, Dimitrios C, DC; Alizai, Hamza, H; Subburaj, Karupppasamy, K; Kumar, Deepak, D; Link, Thomas M, TM; Majumdar, Sharmila, S 
Title:
Automated unsupervised multi-parametric classification of adipose tissue depots in skeletal muscle. 
Abstract:
To introduce and validate an automated unsupervised multi-parametric method for segmentation of the subcutaneous fat and muscle regions to determine subcutaneous adipose tissue (SAT) and intermuscular adipose tissue (IMAT) areas based on data from a quantitative chemical shift-based water-fat separation approach.Unsupervised standard k-means clustering was used to define sets of similar features (k = 2) within the whole multi-modal image after the water-fat separation. The automated image proces...    »
 
Journal title abbreviation:
J Magn Reson Imaging 
Year:
2013 
Journal volume:
37 
Journal issue:
Pages contribution:
917-27 
Language:
eng 
Print-ISSN:
1053-1807 
TUM Institution:
Institut für Radiologie