Measures of complexity for 3D image analysis of trabecular bone

Based on fractal properties and spatial auto-correlation, the measures of complexity lacunarity, Moran's I and Geary's C index are defined for 3D image analysis. Their abilities to investigate translational invariance, characteristic length scales, spatial correlation and shapes of 3D micr...

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Veröffentlicht in:The European physical journal. ST, Special topics Special topics, 2007-04, Vol.143 (1), p.109-116
Hauptverfasser: Marwan, N., Saparin, P., Kurths, J.
Format: Artikel
Sprache:eng
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Zusammenfassung:Based on fractal properties and spatial auto-correlation, the measures of complexity lacunarity, Moran's I and Geary's C index are defined for 3D image analysis. Their abilities to investigate translational invariance, characteristic length scales, spatial correlation and shapes of 3D micro-structures are demonstrated on proto-typical examples. Finally, using these measures of complexity, 3D images of trabecular bone are analysed. The main findings are that the complexity of the trabecular structure decreases and the plate-like shapes of the trabeculae change to mainly rod-like shapes during bone loss. These results and the proposed measures could have a great impact for medicine and for space exploration.
ISSN:1951-6355
1951-6401
DOI:10.1140/epjst/e2007-00078-x