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Dokumenttyp:
Proceedings Paper
Autor(en):
Monetti, Roberto A.; Bauer, Jan; Sidorenko, Irina; Mueller, Dirk; Rummeny, Ernst; Matsuura, Maiko; Eckstein, Felix; Lochmueller, Eva-Maria; Zysset, Philippe; Raeth, Christoph
Titel:
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...     »
Stichworte:
mu-CT Imaging; Minkowski Functionals; Bone Structure Analysis; Clustering
Herausgeber:
Weaver, JB; Molthen, RC
Kongress- / Buchtitel:
MEDICAL IMAGING 2011: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING
Kongress / Zusatzinformationen:
Conference on Medical Imaging 2011 - Biomedical Applications in Molecular, Structural, and Functional Imaging, Lake Buena Vista, FL, FEB 13-16, 2011
Band / Teilband / Volume:
7965
Ausrichter der Konferenz:
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
Verlag / Institution:
SPIE-INT SOC OPTICAL ENGINEERING
Verlagsort:
1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA
Jahr:
2011
Print-ISBN:
978-0-81948-507-6
Serientitel:
Proceedings of SPIE
Sprache:
English
Volltext / DOI:
doi:10.1117/12.878688
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