An Integrated Segmentation and Analysis Approach for QCT of the Knee to Determine Subchondral Bone Mineral Density and Texture

作者: P. Zerfass , T. Lowitz , O. Museyko , V. Bousson , L. Laouisset

DOI: 10.1109/TBME.2012.2202660

关键词:

摘要: We have developed a new integrated approach for quantitative computed tomography of the knee in order to quantify bone mineral density (BMD) and subchondral structure. The present framework consists image acquisition reconstruction, 3-D segmentation, determination anatomic coordinate systems, reproducible positioning analysis volumes interest (VOI). Novel segmentation algorithms were identify growth plates tibia femur joint space with high reproducibility. Five different VOIs varying distance articular surface are defined epiphysis. Each VOI is further subdivided into medial lateral part. In each VOI, BMD determined. addition, texture performed on high-resolution (CT) reconstruction same CT scan Local global homogeneity, as well local anisotropy measured all VOIs. Overall short-term precision technique was evaluated using double measurements 20 osteoarthritic cadaveric human knees. Precision errors volume about 2–3% 3–5% tibia. 1–2% lower. Homogeneity parameters showed up 2% 4%.

参考文章(40)
Barbara Brunet-Imbault, Gerald Lemineur, Christine Chappard, Rachid Harba, Claude-Laurent Benhamou, A new anisotropy index on trabecular bone radiographic images using the fast Fourier transform BMC Medical Imaging. ,vol. 5, pp. 4- 4 ,(2005) , 10.1186/1471-2342-5-4
R.I. Bolbos, Jin Zuo, Suchandrima Banerjee, Thomas M. Link, C. Benjamin Ma, Xiaojuan Li, Sharmila Majumdar, Relationship between trabecular bone structure and articular cartilage morphology and relaxation times in early OA of the knee joint using parallel MRI at 3 T. Osteoarthritis and Cartilage. ,vol. 16, pp. 1150- 1159 ,(2008) , 10.1016/J.JOCA.2008.02.018
Jones G. Doré D, Ding C, None, A pilot study of the reproducibility and validity of measuring knee subchondral bone density in the tibia Osteoarthritis and Cartilage. ,vol. 16, pp. 1539- 1544 ,(2008) , 10.1016/J.JOCA.2008.04.012
Harry K. Genant, Klaus Engelke, Thomas Fuerst, Claus-C. Glüer, Stephan Grampp, Steven T. Harris, Michael Jergas, Thomas Lang, Ying Lu, Sharmila Majumdar, Ashwini Mathur, Masa Takada, Noninvasive assessment of bone mineral and structure: state of the art. Journal of Bone and Mineral Research. ,vol. 11, pp. 707- 730 ,(2009) , 10.1002/JBMR.5650110602
F. Intema, H.A.W. Hazewinkel, D. Gouwens, J.W.J. Bijlsma, H. Weinans, F.P.J.G. Lafeber, S.C. Mastbergen, In early OA, thinning of the subchondral plate is directly related to cartilage damage: results from a canine ACLT-meniscectomy model Osteoarthritis and Cartilage. ,vol. 18, pp. 691- 698 ,(2010) , 10.1016/J.JOCA.2010.01.004
S Herlidou, R Grebe, F Grados, N Leuyer, P Fardellone, M.-E Meyer, Influence of age and osteoporosis on calcaneus trabecular bone structure: a preliminary in vivo MRI study by quantitative texture analysis. Magnetic Resonance Imaging. ,vol. 22, pp. 237- 243 ,(2004) , 10.1016/J.MRI.2003.07.007
Henning Madry, C. Niek van Dijk, Magdalena Mueller-Gerbl, The basic science of the subchondral bone Knee Surgery, Sports Traumatology, Arthroscopy. ,vol. 18, pp. 419- 433 ,(2010) , 10.1007/S00167-010-1054-Z
Wolfgang Kemmler, Klaus Engelke, Heiko Baumann, Carola Beeskow, Simon von Stengel, Jürgen Weineck, Willi A. Kalender, Bone status in elite male runners. European Journal of Applied Physiology. ,vol. 96, pp. 78- 85 ,(2006) , 10.1007/S00421-005-0060-1
A.K.O. Wong, K.A. Beattie, P.D. Emond, D. Inglis, J. Duryea, A. Doan, G. Ioannidis, C.E. Webber, J. O'Neill, J. de Beer, J.D. Adachi, A. Papaioannou, Quantitative analysis of subchondral sclerosis of the tibia by bone texture parameters in knee radiographs: site-specific relationships with joint space width Osteoarthritis and Cartilage. ,vol. 17, pp. 1453- 1460 ,(2009) , 10.1016/J.JOCA.2009.05.004