« Previous
Next »
Artificial Intelligence in Medicine
Volume 40, Issue 2
, Pages 65-85
, June 2007
Automated segmentation and quantification of inflammatory tissue of the hand in rheumatoid arthritis patients using magnetic resonance imaging data
References
- . Pathogenesis of joint damage in rheumatoid arthritis. J Rheumatol. 1999;26:717–719
- . Bone destruction in arthritis. Ann Rheum Dis. 2002;61(Suppl 2):ii84–ii86
- . Magnetic resonance imaging, radiography, scintigraphy of the finger joints: one year follow up of patients with early arthritis. Ann Rheum Dis. 2000;59:521–528
- Magnetic resonance imaging of the wrist in early rheumatoid arthritis reveals progression of erosions despite clinical improvement. Ann Rheum Dis. 1999;58:156–163
- Magnetic resonance imaging-determined synovial membrane volume as a marker of disease activity and a predictor of progressive joint destruction in the wrists of patients with rheumatoid arthritis. Arth Rheum. 1999;42:918–929
- Arthritis Foundation, Disease Center, http://www.arthritis.org/conditions/DiseaseCenter/RA/default.asp. (Accessed: 18 October 2006). 2006.
- . Mechanism of disease: rheumatoid arthritis pathophysiology and implications for therapy. N Engl J Med. 1990;322:1277–1289
- . New insights into the pathogenesis and treatment of rheumatoid arthritis. Clin Immunol Immunopathol. 1997;83:103–106
- . How does infliximab work in rheumatoid arthritis?. Arth Res. 2002;4(Suppl 2):S22–S28
- . Treatment of resistant rheumatoid arthritis by intra-articular infliximab injections: a pilot study. Ann Rheum Dis. 2004;63:102–103
- . Continuous progression of radiological destruction in seropositive rheumatoid arthritis. J Rheumatol. 1997;24:1285–1287
- . Early changes of rheumatoid arthritis in the hand and wrist. Radiol Clin North Am. 1988;26:1185–1193
- MRI Assessment of Rheumatoid Arthritis, http://www.synarc.com/services/arthritis/rheumatoid-arthritis/mri-assessment-rheumatoid.html. (Accessed: 18 October 2006). 2005.
- . A modified fuzzy C-means algorithm for bias field estimation and segmentation of MRI data. IEEE Trans Med Imag. 2002;21(3):193–199
- . A fuzzy C-means (FCM)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced MR images. Acad Radiol. 2006;13(1):63–72
- . Adaptive fuzzy segmentation of magnetic resonance images. IEEE Trans. Med. Imag. 1999;18(9):737–752
- . A novel kernelised fuzzy c-means algorithm with apllication in medical image segmentation. Artif Intell Med. 2004;32(10):37–50
- . Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance metric.. IEEE Trans Syst, Man, Cybern-Part. 2004;34(4):1907–1916
- . Finger joint synovitis in rheumatoid arthritis: quantitative assessment by magnetic resonance imaging. Rheumatology. 1999;38:66–72
- MRI of the wrist and finger joints in inflammatory joint diseases at 1-year interval: MRI features to predict bone erosions. Eur Radiol. 2002;12:1203–1210
- . Quantitative assessment of the synovial membrane in the rheumatoid wrist: an easily obtained MRI score reflects the synovial volume. Br J Rheumatol. 1996;35:965–971
- . Dynamic magnetic resonance imaging for the evaluation of synovitis in patients with rheumatoid arthritis. Arth Rheum. 1994;37:1151–1157
- . Quantification of rheumatoid synovitis by magnetic resonance imaging. Arth Rheum. 1995;38:1610–1617
- . Magnetic resonace imaging—determined synovial membrane and joint effusion volumes in rheumatoid arthritis and osteoarthritis: comparison with the macroscopic and microscopic appearance of synovium. Arth Rheum. 1997;40:1856–1867
- Xanthopoulos E, Taylor CJ, Huchinson CE, Adams JE, Bruce IN, Waterton J, MRI-determined volume of enhancing pannus of the hand and wrist as means of studying reproducibility of the method and progression of Rheumatoid Arthritis, Medical Image Understanding and Analysis 2002 Proceedings, In: Houston, A, Zwiggelaar, R, editors. University of Portsmouth. (Full paper is available on line at the following address: http://www2.cmp.uea.ac.uk/∼et/miua2002/papers/paper_35.pdf (Accessed: 18 October 2006)) (Proceedings are available on line at the following address: http://www2.cmp.uea.ac.uk/∼et/miua2002/proceedings2002.html (Accessed: 18 October 2006)).
- . Assessment of disease activity in rheumatoid arthritis using magnetic resonance imaging: quantification of pannus volume in the hands. Br J Rheum. 1998;37:854–861
- . Accuracy of volume measurements of computed tomography and magnetic resonance imaging phantoms by three-dimensional reconstruction and preliminary clinical application. Invest Radiol. 1994;29:739–745
- The American rheumatism association 1987 revised criteria for the classification of rheumatoid arthritis. Arth Rheum. 1988;31(3):315–324
- . Gadolinium-enhanced MR imaging of the wrist in rheumatoid arthritis: value of fat suppression pulse sequences. Skel Radiol. 1996;26(7):639–647
- . A threshold selection method from gray-level histograms. IEEE Trans Syst, Man, Cybern. 1979;9(1):62–66
- . Computer Graphics: Principles and Practice. 2nd ed.. Reading, MA: Addison-Wesley; 1990;
- . A normal data base of posteroanterior roentgeno-graphic measurements of the wrist. J Bone Joint Surg. 1992;76:1418–1429
- . Pattern Recognition With Fuzzy Objective Function Algorithms. MA: Kluwer Academic Publishers Norwell; 1981;
- . Novel validity index for determination of the optimal number of clusters. IEIC Trans. Inf. Syst. 2001;E84-D:281–285
- . Evaluation Methods in Medical Informatics. New York: Springer Verlag; 1997;
PII: S0933-3657(07)00016-4
doi: 10.1016/j.artmed.2007.02.003
© 2007 Elsevier B.V. All rights reserved.
« Previous
Next »
Artificial Intelligence in Medicine
Volume 40, Issue 2
, Pages 65-85
, June 2007
