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Document type:
Proceedings Paper
Author(s):
Monetti, Roberto A.; Bauer, Jan; Sidorenko, Irina; Mueller, Dirk; Rummeny, Ernst; Matsuura, Maiko; Eckstein, Felix; Lochmueller, Eva-Maria; Zysset, Philippe; Raeth, Christoph
Title:
Structure based classification of mu-CT images of human trabecular bone using local Minkowski Functionals
Abstract:
We analyse mu-CT tomographic images of human trabecular bone in vitro. We consider a sample consisting of 201 bone specimens harvested from six different skeletal sites within a narrow range of bone fraction values. Using the characterization of the trabecular bone network given by local Minkowski Functionals, we apply classification algorithms in order to reveal structural similarities in the sample. Clusters show some interesting specific structural features, like compact, porous, and fragment...     »
Keywords:
mu-CT Imaging; Minkowski Functionals; Bone Structure Analysis; Clustering
Editor:
Weaver, JB; Molthen, RC
Book / Congress title:
MEDICAL IMAGING 2011: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING
Congress (additional information):
Conference on Medical Imaging 2011 - Biomedical Applications in Molecular, Structural, and Functional Imaging, Lake Buena Vista, FL, FEB 13-16, 2011
Volume:
7965
Organization:
SPIE; Dynasil Corp/RMD Res; Amer Assoc Physicists Med (AAPM); DQE Instruments, Inc; Ocean Thin Films Inc; Coll Opt & Photon (CREOL); Univ Cent Florida; VIDA Diagnost, Inc
Publisher:
SPIE-INT SOC OPTICAL ENGINEERING
Publisher address:
1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA
Year:
2011
Print-ISBN:
978-0-81948-507-6
Bookseries title:
Proceedings of SPIE
Language:
English
Fulltext / DOI:
doi:10.1117/12.878688
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