Automatic Segmentation And Classification Of Internal Calibration Tissues
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The aim of this work is finding a way to make calculation of bone mineral density of vertebrae with the use of internal calibration tissues fully automatic procedure. To accomplish that several methods for segmentation and classification of paraspinal muscle and subcutaneous fat were tested. For the testing and learning procedure of this work manually labelled database of tissues of interest was created and medically verified.
Keywordscomputed tomography, texture analysis, cluster analysis, random forest classification, principal component analysis, bone mineral density
Document typePeer reviewed
Document versionFinal PDF
SourceProceedings of the 23st Conference STUDENT EEICT 2017. s. 161-163. ISBN 978-80-214-5496-5
- Student EEICT 2017