Quantitative assessment of hip osteoarthritis based on image texture analysis

British Journal of Radiology

Volumn 79, Issue 939, 2006, Pages 232-238

  Boniatis, I S ^a   Costaridou, L I ^a   Cavouras, D A ^b   Panagiotopoulos, E C ^a   Panayiotakis, George S ^a  

^a UNIVERSITY OF PATRAS   (Greece)

^b UNIVERSITY OF WEST ATTICA   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ARTICLE; CHONDROPROTECTION; CLINICAL ARTICLE; COMPUTER PROGRAM; CONTROLLED STUDY; CORRELATION ANALYSIS; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; DISEASE COURSE; DISEASE SEVERITY; HIP OSTEOARTHRITIS; HUMAN; IMAGE ANALYSIS; IMAGE ENHANCEMENT; IMAGE PROCESSING; JOINT RADIOGRAPHY; NON INVASIVE MEASUREMENT; PELVIS RADIOGRAPHY; QUANTITATIVE ANALYSIS; RATING SCALE;

AGED; AGED, 80 AND OVER; HUMANS; MIDDLE AGED; OBSERVER VARIATION; OSTEOARTHRITIS, HIP; RADIOGRAPHIC IMAGE ENHANCEMENT; SEVERITY OF ILLNESS INDEX;

EID: 33644962075     PISSN: 00071285     EISSN: None     Source Type: Journal    
DOI: 10.1259/bjr/87956832     Document Type: Article

References (44)

1. Stoker DJ. Radiology now. Osteoarthrosis of the hip: one disease or many? Br J Radiol 1977;50:81-3.
2. Altman RD, Bloch DA, Dougados M, Hochberg M, Lohmander S, Pavelka K, et al. Measurement of structural progression in osteoarthritis of the hip: the Barcelona consensus group. Osteoarthritis Cartilage 2004;12:515-24.
3. Peterfy CG. Imaging of the disease process. Curr Opin Rheumatol 2002;14:590-6.
4. Ory PA. Radiography in the assessment of musculoskeletal conditions. Best Pract Res Clin Rheumatol 2003;17:495-512.
5. Kellgren JH, Lawrence JS. Radiological assessment of osteoarthritis. Ann Rheum Dis 1957;16:494-501.
6. Altman RD, Fries JF, Bloch DA, Carstens J, Cooke DT, Genant H, et al. Radiographic assessment of progression in osteoarthritis. Arthritis Rheum 1987;30:1214-25.
7. Croft P, Cooper C, Wickham C, Coggon D. Defining osteoarthritis of the hip for epidemiologic studies. Am J Epidemiol 1990;132:514-22.
8. Lane NE, Nevitt MC, Genant HK, Hochberg MC. Reliability of new indices of radiographic osteoarthritis of the hand and hip and lumbar disc degeneration. J Rheumatol 1993;20:1911-8.
9. Spector TD, Cooper C. Radiographic assessment of osteoarthritis in population studies: whither Kellgren and Lawrence? Osteoarthritis Cartilage 1993;1:203-6.
10. Altman R, Brandt K, Hochberg M, Moskowitz R. Design and conduct of clinical trials in patients with osteoarthritis: recommendations from a task force of the Osteoarthritis Research Society. Osteoarthritis Cartilage 1996;4:217-43.
11. Lequesne M. Chondrometry: quantitative evaluation of joint space width and rate of joint space loss in osteoarthritis of the hip. Rev Rhum Engl Ed 1995;62:155-8.
12. Hilliquin P, Pessis E, Coste J, Mauget D, Azria A, Chevrot A, et al. Quantitative assessment of joint space width with an electronic caliper. Osteoarthritis Cartilage 2002;10:542-6.
13. Conrozier T, Tron AM, Balblanc JC, Mathieu P, Piperno M, Fitoussi G, et al. Measurement of the hip joint space using computerized image analysis. Rev Rhum Engl Ed 1993;60:105-11.
14. Conrozier T, Vignon E. Quantitative radiography in osteoarthritis: computerized measurement of radiographic knee and hip joint space. Best Pract Res Clin Rheumatol 1996;10:429-33.
15. Gordon CL, Wu C, Peterfy CG, Duryea J, Klifa C, Genant HK. Automated measurement of radiographic hip joint space width. Med Phys 2001;28:267-77.
16. Conrozier T, Favret H, Mathieu P, Piperno M, Provvedini D, Taccoen A, et al. Influence of the quality of tibial plateau alignment on the reproducibility of computer joint space measurement from Lyon schuss radiographic views of the knee in patients with knee osteoarthritis. Osteoarthritis Cartilage 2004;12:765-70.
17. Bocchi L, Coppini G, De Dominicis R, Valli G. Tissue characterization from X-ray images. Med Eng Phys 1997;19:336-42.
18. Lynch JA, Hawkes DJ, Buckland-Wright JC. Analysis of texture in macroradiographs of osteoarthritic knees using the fractal signature. Phys Med Biol 1991;36:709-22.
19. Lynch JA, Hawkes DJ, Buckland-Wright JC. A robust and accurate method for calculating the fractal signature of texture in macroradiographs of osteoarthritic knees. Med Inform 1991;16:241-51.
20. Fazzalari NL, Parkinson IH. Fractal properties of subchondral cancellous bone in severe osteoarthritis of the hip. J Bone Miner Res 1997;12:632-40.
21. Altman R, Alarcón G, Appelrouth D, Bloch D, Borenstein D, Brandt K, et al. The American college of rheumatology criteria for the classification and reporting of osteoarthritis of the hip. Arthritis Rheum 1991;34:505-14.
22. Lumiscan 75, system specifications. Lumisys Inc. 1998; http://www.lumisys.com/support/manuals.html [Accessed 18 October 2005].
23. Efstathopoulos EP, Costaridou L, Kocsis O, Panayiotakis G. A protocol-based evaluation of medical image digitizers. Br J Radiol 2001;74:841-6.
24. Sakellaropoulos P, Costaridou L, Panayiotakis G. An image visualisation tool in mammography. Med Inform Internet Med 1999;24:53-73.
25. Sakellaropoulos P, Costaridou L, Panayiotakis G. Using component technologies for web-based wavelet enhanced mammographic image visualization. Med Inform Internet Med 2000;25:171-81.
26. Sakellaropoulos P, Costaridou L, Panayiotakis G. A wavelet based spatially adaptive method for mammographic contrast enhancement. Phys Med Biol 2003;43:787-803.
27. Pizer SM, Amburn EOP, Austin JD, Cromartie R, Geselowitz A, Greer T. Adaptive histogram equalization and its variations. CVGIP (Computer Vision, Graphics and Image Processing) 1987;39:355-68.
28. Gonzalez RC, Woods RE, editors. Digital image processing. New Jersey, USA: Prentice-Hall Inc., 2002.
29. Haralick RM, Shanmugam K, Dinstein I. Textural features for image classification. IEEE Trans Syst Man Cybern 1973;SMC-3:610-21.
30. Galloway MM. Texture analysis using gray level run lengths. Comput Graph Image Proc 1975;4:172-9.
31. Goker B, Sancak A, Arac M, Shott S, Block JA. The radiographic joint space width in clinically normal hips: effects of age, gender, and physical parameters. Osteoarthritis Cartilage 2003;11:328-34.
32. Altman DG, editor. Practical statistics for medical research. London, UK: Chapman & Hall, 1991.
33. Lilliefors HW. On the Kolmogorov-Smirmov test for normality with mean and variance unknown. J Am Stat Assoc 1967;62:399-402.
34. Amadasun M, King R. Textural features corresponding to textural properties. IEEE Trans Syst Man Cybern 1989;19:1264-74.
35. Armstrong CG, Mow VC. Variations in the intrinsic mechanical properties of human articular cartilage with age, degeneration and water content. J Bone Joint Surg Am 1982;64:88-94.
36. Jeffrey DR, Watt I. Imaging hyaline cartilage. Br J Radiol 2003;76:777-87.
37. Mankin HJ, Mow VC, Buckwalter JA, Ianotti JP, Ratcliffe A. Form and function of articular cartilage. In: Simons S, editor. Orthopaedic basic science. Chicago, USA: American Academy of Orthopaedic Surgeons, 1994:1-44.
38. Radin EL, Rose RM. Role of subchondral bone in the initiation and progression of cartilage damage. Clin Orthop 1986;213:34-40.
39. Burr DB, Schaffler MB. The involvement of subchondral mineralized tissues in osteoarthrosis: quantitative microscopic evidence. Microsc Res Tech 1997;37:343-57.
40. Jacobsen S, Sonne-Holm S, Soballe K, Gebuhr P, Lund B. The distribution and inter-relationships of radiologic features of osteoarthrosis of the hip. A survey of 4151 subjects of the Copenhagen City Heart Study: The Osteoarthrosis Substudy. Osteoarthritis Cartilage 2004;12:704-10.
41. Bierma-Zeinstra SMA, Oster JD, Bernsen RMD, Verhaar JAN, Ginal AZ, Bohnen AM. Joint space narrowing and relationship with symptoms and signs in adults consulting for hip pain in primary care. J Rheumatol 2002;29:1713-8.
42. Boegard T, Jonsson K. Hip and knee osteoarthritis. Conventional X-ray best and cheapest method. Lakartidningen 2002;44:4358-60.
43. Ingvarsson T, Hägglund G, Lindberg H, Lohmander SL. Assessment of primary hip osteoarthritis: comparison of radiographic methods using colon radiographs. Ann Rheum Dis 2000;59:650-3.
44. Forsberg K, Nilsson BE. Coxarthrosis on the island of Gotland. Increased prevalence in a rural population. Acta Orthop Scand 1992;63:1-3.