Application of laws' masks to bone texture analysis: An innovative image analysis tool in osteoporosis

2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI

Volumn , Issue , 2008, Pages 1191-1194

  Rachidi, Mouna ^a,c   Chappard, C ^a   Marchadier, A ^a   Gadois, C ^b   Lespessailles, E ^a   Benhamou, C L ^a  

^a INSERM   (France)

^b D3A Medical Systems   (France)

^c CENTRE HOSPITALIER RÉGIONAL D ORLÉANS   (France)

Author keywords

Calcaneus radiographs; Laws' masks; Osteoporosis; Texture analysis; Trabecular bone

Indexed keywords

BONE; IMAGE ANALYSIS; PARAMETER ESTIMATION; RADIOGRAPHY; SILICA; SILICATE MINERALS; TECHNICAL PRESENTATIONS; TEXTURES;

CALCANEUS RADIOGRAPHS; LAWS' MASKS; OSTEOPOROSIS; TEXTURE ANALYSIS; TRABECULAR BONE;

LAWS AND LEGISLATION;

EID: 51049091193     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2008.4541215     Document Type: Conference Paper

References (20)

1. NIH Consensus Development Panel on Osteoporosis Prevention, Diagnosis, and Therapy, Osteoporosis Prevention, Diagnosis, and Therapy, JAMA. 285 (2001) 785-795.
2. C.L. Benhamou, Texture analysis on bone radiographs, Bone Quality Seminars, Osteoporosis Int., vol. 18, pp. 864-867, 2007.
3. C.L. Benhamou, S. Poupon, E. Lespessailles, et all. Fractal analysis of radiographic trabecular bone texture and bone mineral density: two complementary parameters related to osteoporotic fractures. JBMR, vol.16, pp. 697-704, 2001.
4. C. Chappard, B.B. Imbault, G. Lemineur, et all. Anisotropy changes in post-menopausal osteoporosis: characterization by a new index applied to trabecular bone radiographic images. Osteoporosis Int. vol. 16, pp. 1193-1202, 2005.
5. E. Lespessailles, C. Gadois, G. Lemineur, et all, Bone Texture Analysis on Direct Digital Radiographic Images: Precision Study and Relationship with Bone Mineral Density at the Os Calcis, Calcif Tissue Int., vol. 80, pp. 97-102, 2007.
6. K.I. Laws, Textured image segmentation, PhD Dissertation, University of Southern California. Los angles, California 1980.
7. D.G. Vince, K.J. Dixon, R.M. Cothren, and J.F. Cornhill, Comparison of texture analysis methods for the characterization of coronary plaques in intravascular ultrasound images, Computerized Medical Imaging and Graphics, vol. 24, pp. 221-229, 2000.
8. C.I. Christodoulou, C.S. Pittichis, M. Pantziaris, and A. Nicolaides, Texture based classification of atherosclerotic carotid plaques, IEEE Trans Med. Imaging, vol. 22, pp. 902-912, 2003.
9. H.A. Habib, M.H. Yousaf, and M. Mohibullah, Modified Laws Energy descriptor for inspection of ceramic tiles, National conference on Emerging Technologies, 2004.
10. M. Singh and S. Singh, Spatial texture analysis: a comparative study, Pattern Recognition, Proceedings, 16th International Conference, vol. 1, pp. 676-679, 2002.
11. M. Ananthaa, R.H. Mossb, and W.V. Stoecker, Detection of pigment network in dermatoscopy images using texture analysis, Computerized Medical Imaging and Graphics, vol. 28, pp. 225-234, 2004.
12. C.L. Benhamou, E. Lespessailles, G. Jacquet, et all, Fractal organisation of trabecular bone images on calcaneus radiographs, JBMR, vol. 9, pp. 1909-1918, 1994.
13. C.C. Gluer, and G. Blake, Accurate assessment of precision errors: How to measure the reproductibility of bone densitometry techniques, Osteoporosis Int., vol. 5, pp. 262-270, 1995.
14. V. Bousson, QCT, Pqct, microCT, and bone architecture, Bone Quality Seminars, Osteoporosis Int., vol. 18, pp. 867-871, 2007.
15. F.W. Wehrli, Characterization of bone microarchitecture by MRI in vitro an in vivo, Bone Quality Seminars, Osteoporosis Int., vol. 18, pp. 850-859, 2007.
16. T.J Vokes, M.L. Giger, M.R. Chinander, et all, Radiographic texture analysis of densitometer-generated calcaneus images differentiates postmenopausal women with and without fractures, Osteoporos Int., vol. 17, pp. 1472-1482, 2006.
17. S.Gr. Mougiakakou, S. Golimati, I. Gousias, A.N. Nicolaides, and K.S. Nikita, Computer-aided diagnosis of carotid atherosclerosis based on ultrasound image statistics, Laws' texture and neural networks, Ultrasound in Med. & Biol., vol. 33, pp. 26-36, 2007.
18. P.P. Smyth, J.E. Adams, R.W. Whitehouse, and C.J. Taylor, Application of computer texture analysis to the Singh index, The British Journal of Radiology, vol. 70, pp. 242-247, 1997.
19. M. Rachidi, A. Marchadier, C. Gadois, et all, Laws' Masks descriptors applied to Bone Texture Analysis: an Innovative and Discriminant Tool in Osteoporosis, Accepted at Skeletal Radiology.
20. D.E. Haris, Texture analysis of skin cancer images, Doctorate in Electrical Engineering Dissertation, University of Missourri-Rolla, 1994.