Novel method of using dynamic electrical impedance signals for noninvasive diagnosis of knee osteoarthritis

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 2207-2210

  Gajre, Suhas S ^a,b   Anand, Sneh ^b   Singh, U ^c   Saxena, Rajendra K ^b  

^a SHRI GURU GOBIND SINGHJI INSTITUTE OF ENGINEERING AND TECHNOLOGY   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

^c ALL INDIA INSTITUTE OF MEDICAL SCIENCES   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CARTILAGE; ELECTRIC IMPEDANCE; ELECTRIC SIGNAL SYSTEMS; JOINTS (ANATOMY); NEURAL NETWORKS; OPTIMIZATION;

ELECTRICAL IMPEDANCE SIGNALS; KNEE SWING CYCLE (KS) SIGNALS; WALKING CYCLE (WC);

DISEASES;

DIAGNOSTIC AGENT;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; FEMALE; HUMAN; IMPEDANCE; IMPEDANCE PLETHYSMOGRAPHY; KNEE OSTEOARTHRITIS; MALE; METHODOLOGY; MIDDLE AGED; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; DIAGNOSIS, COMPUTER-ASSISTED; ELECTRIC IMPEDANCE; FEMALE; HUMANS; MALE; MIDDLE AGED; OSTEOARTHRITIS, KNEE; PATTERN RECOGNITION, AUTOMATED; PLETHYSMOGRAPHY, IMPEDANCE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 34047140105     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260671     Document Type: Conference Paper

References (22)

1. R.C. Lawrence, C.G. Helmick, F.C. Arnett, R.A. Deyo, D.T. Felson, E.H. Giannini, S.P. Heyse, et al, "Estimates of the prevalence of arthritis and selected musculoskeletal disorders in the United States," Arthritis & Rheumatism, vol. 41, no. 5, pp. 778-799, 1998.
2. "Factfile - Arthritis at a Glance," Available: www.arc.org.uk/about_arth/FactFile.pdf. Arthritis Research Campaign, UK, Last accessed: May 2005.
3. E. Yelin, M.G. Cisternas, D.J. Pasta, L. Trupin, L. Murphy, and C.G. Helmick, "Medical care expenditures and earnings losses of persons with arthritis and other rheumatic conditions in the United States in 1997: total and incremental estimates," Arthritis Care & Research, vol. 50, no. 7, pp. 2317-2326, 2004.
4. B. Fautrel, P. Hilliquin, S. Rozenberg, F.A. Allaert, P. Coste, A. Leclerc, and M. Rossignol, "Impact of osteoarthritis: results of a nationwide survey of 10,000 patients consulting for OA," Joint Bone Spine, vol. 72, no. 3, pp. 235-240, 2005.
5. B Mukhopadhyaya, and B Barooah, "Osteoarthritis of the hip, an anatomical and clinical study," Ind. J Orthopad., vol. 1, pp. 55-62, 1967.
6. D R Gunn, "The comparative rarity of primary degenerative of the hip joint in South and East Asia and a possible explanation of this observation," Ind. J Orthop., vol. 3, pp. 76-84, 1969.
7. C. Cooper, S. Snow, T.E. McAlindon, S. Kellingray, B. Stuart, D. Coggon, and P.A. Dieppe, "Risk factors for the incidence and progression of radiographic knee osteoarthritis," Arthritis & Rheumatism, vol. 43, no. 5, pp. 995-1000, 2000.
8. D.T. Felson, R.C. Lawrence, P.A. Dieppe, R. Hirsch, C.G. Helmick, J.M. Jordan, et al, "Osteoarthritis: new insights. Part 1: the disease and its risk factors," Ann Intern Med, vol. 133, no. 8, pp. 635-646, 2000.
9. S. Krishnan, R.M. Rangayyan, G.D. Bell, and C.B. Frank, "Adaptive Time-Frequency Analysis of Knee Joint Vibroarthographic Signals for Noninvasive Screening of Articular Cartilage Pathology," IEEE Trans. Biomed. Eng., vol. 47, no. 6, pp. 773-783, 2000.
10. Theofilos Karachalios, Aristidis Zibis, Panagiotis Papanagiotou, Apostolos H. Karantanas, Konstantinos N. Malizos, and Nikolaos Roidis, "MR imaging findings in early osteoarthritis of the knee," Euro. J. of Radiol., vol. 50, pp. 225-230, 2004.
11. D. K. Gaddipati, T. L. Stewart, and G. S. Zwicky, "Diagnosis of Articular cartilage using 3-D visualization and correlation with patient data," in proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco, USA, pp. 1821-1824., 2004.
12. Tibor Hortobagyi, Lenna Westerkamp, Stacey Beam, Jill Moody, Joseph Garry, Donald Holbert, and Paul DeVita, "Altered hamstring-quadriceps muscle balance in patients with knee osteoarthritis," Clini. Biomech., vol. 20, pp. 97-109, 2005.
13. V.C. Mow, M.H. Holmes, and W.M. Lai, "Fluid transport and mechanical properties of articular cartilage: A review," J. Biomechanics, vol. 17, no. 5, pp. 377-394, 1984.
14. E.H. Frank, and A.J. Grodzinsky, "Cartilage electromechanics-I: Electrokinetic transduction and the effects of electrolyte pH and ionic strength," J. Biomech., vol. 20, no. 6, pp. 615-627, 1987.
15. Y.J. Kim, L.J. Bonassar, and A.J. Grodzinsky, "The role of cartilage streaming potential, fluid flow and pressure in the simulation of chondrocyte biosynthesis during dynamic compression," J. Rheumatol., vol. 28, no. 9, pp. 1055-1066, 1995.
16. R.K. Saxena, S. Anand, and S.K. Guha, "Correlation of knee electrical impedance with joint osteoarthritis," J. of IE(I), vol. 79, pp. 43-46, 1999.
17. R. L. Alvarenga, and M. N. Souza, "Assessment of knee osteoarthritis by bioelectrical impedance," in proceedings of the 25th Annual international Conference of the IEEE EMBS, Cancun, Mexico, pp. 3118-3121, 2003.
18. Suhas S. Gajre, Rajendra K. Saxena, U. Singh, and S. Anand, "Comparison of normal and pathological knee swing cycle electrical impedance signals for possible noninvasive diagnosis of osteoarthritis," in proceedings of the National Conference ICMIT, IIT, Kharagpur, India, pp. 46-49, 2005.
19. Suhas S. Gajre, U. Singh, Rajendra K. Saxena, and S. Anand, "Electrical impedance signal analysis in assessing the possibility of non-invasive diagnosis of knee osteoarthritis," J. of Med. Eng. and Tech., submitted for publication.
20. R. Altman, G. Alarcon, D. Appelrouth, D. Borenstein, K. Brandt, C. Brown, et al, "Development of criteria for the clarification and reporting of osteoarthritis: classification of osteoarthritis of the knee," Arthritis & Rhematism, vol. 29, no. 8, pp. 1039-1049, 1986.
21. Lequesne M G, 1997, The algofunctional indices for hip and knee osteoarthritis. J Rheumatol, 24(4), 779-781.
22. N. Bellamy N, W.W. Buchannan, C.H. Goldsmith, J. Campbell, and L.W. Stitt, "Validation study of WOMAC: a health status instrument for measuring clinically important patient relevant outcomes to antirheumatic drug therapy in patients with osteoarthritis of the hip or knee," J. Rheumatol., vol. 15, no. 12, pp. 1833-1840, 1988.