Skip to main content

Advertisement

Log in

Computer-aided system for measuring the mandibular cortical width on dental panoramic radiographs in identifying postmenopausal women with low bone mineral density

  • Original Article
  • Published:
Osteoporosis International Aims and scope Submit manuscript

Abstract

Introduction

Mandibular inferior cortical width manually measured on dental panoramic radiographs may be useful for identifying postmenopausal women with low skeletal bone mineral density (BMD). Automatic measurement of cortical width may enable us to identify a large number of postmenopausal women with suspected low skeletal BMD. The purposes of this study were to develop a computer-aided system for measuring mandibular cortical width on dental panoramic radiographs and clarify the diagnostic efficacy of this system.

Methods

Panoramic radiographs of 100 postmenopausal women who had had BMD assessments of the lumbar spine and the femoral neck were used in this study. Experienced oral radiologist determined the position of the mental foramen on 100 digitized dental panoramic radiographs. After determination of the mental foramen, mandibular cortical width below the mental foramen was measured automatically with a computer-aided system by identifying the area of interest, enhancing the original image, determining inner and outer margins of the cortex, and selecting an appropriate point. Cortical width measured by this system was compared with BMD of the lumbar spine and the femoral neck.

Results

There were statistically significant correlation between cortical width measured by the computer-aided system and spinal BMD (r=0.50) and femoral neck BMD (r=0.54). These correlations were similar with those between cortical width by manual measurement and skeletal BMD. Sensitivity and specificity for identifying postmenopausal women with low spinal BMD by the computer-aided system were about 88.0% and about 58.7%, respectively. Those for identifying postmenopausal women with low femoral neck BMD by this system were about 87.5% and about 56.3%, respectively.

Conclusion

Our results suggest that our computer-aided system may be useful for identifying postmenopausal women with low skeletal BMD.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Gullberg B, Johnell O, Kanis JA (1997) World-wide projections for hip fracture. Osteoporos Int 7:407–413

    Article  PubMed  CAS  Google Scholar 

  2. U.S. Department of Health and Human Services (2004) The 2004 surgeon general’s report on bone health and osteoporosis: what it means to you: U.S. Department of Health and Human Services, Office of the Surgeon General

  3. Kanis JA, Johnell O (2005) Requirements for DXA for the management of osteoporosis in Europe. Osteoporos Int 16:229–238

    Article  PubMed  CAS  Google Scholar 

  4. Klemetti E, Kolmakov S, Kröger H (1994) Pantomography in assessment of the osteoporosis risk group. Scand J Dent Res 102:68–72

    PubMed  CAS  Google Scholar 

  5. Taguchi A, Suei Y, Ohtsuka M, Otani K, Tanimoto K, Ohtaki M (1996) Usefulness of panoramic radiography in the diagnosis of postmenopausal osteoporosis in women. Width and morphology of inferior cortex of the mandible. Dentomaxillofac Radiol 25:263–267

    PubMed  CAS  Google Scholar 

  6. Bollen AM, Taguchi A, Hujoel PP, Hollender LG (2000) Case-control study on self-reported osteoporotic fractures and mandibular cortical bone. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 90:518–524

    Article  PubMed  CAS  Google Scholar 

  7. Nakamoto T, Taguchi A, Ohtsuka M, Suei Y, Fujita M, Tanimoto K, Tsuda M, Sanada M, Ohama K, Takahashi J, Rohlin M (2003) Dental panoramic radiograph as a tool to detect postmenopausal women with low bone mineral density: untrained general dental practitioners’ diagnostic performance. Osteoporos Int 14:659–664

    Article  PubMed  Google Scholar 

  8. Taguchi A, Sanada M, Krall E, Nakamoto T, Ohtsuka M, Suei Y, Tanimoto K, Kodama I, Tsuda M, Ohama K (2003) Relationship between dental panoramic radiographic findings and biochemical markers of bone turnover. J Bone Miner Res 18:1689–1694

    Article  PubMed  Google Scholar 

  9. Devlin H, Horner K (2002) Mandibular radiomorphometric indices in the diagnosis of reduced skeletal bone mineral density. Osteoporos Int 13:373–378

    Article  PubMed  CAS  Google Scholar 

  10. Taguchi A, Suei Y, Sanada M, Ohtsuka M, Nakamoto T, Sumida H, Ohama K, Tanimoto K (2004) Validation of dental panoramic radiography measures for identifying postmenopausal women with spinal osteoporosis. AJR Am J Roentgenol 183:1755–1760

    PubMed  Google Scholar 

  11. White SC, Taguchi A, Kao D, Wu S, Service SK, Yoon D, Suei Y, Nakamoto T, Tanimoto K (2005) Clinical and panoramic predictors of femur bone mineral density. Osteoporos Int 16:339–346

    Article  PubMed  Google Scholar 

  12. Molander B, Grondahl HG, Ekestubbe A (2004) Quality of film-based and digital panoramic radiography. Dentomaxillofac Radiol 33:32–36

    Article  PubMed  CAS  Google Scholar 

  13. Orimo H, Hayashi Y, Fukunaga M, Sone T, Fujiwara S, Shiraki M, Kushida K, Miyamoto S, Soen S, Nishimura J, Oh-Hashi Y, Hosoi T, Gorai I, Tanaka H, Igai T, and Kishimoto H (2001) Osteoporosis Diagnostic Criteria Review Committee: Japanese Society for Bone and Mineral Research. Diagnostic criteria for primary osteoporosis: year 2000 revision. J Bone Miner Metab 19(6):331–337

    Article  PubMed  CAS  Google Scholar 

  14. Fujiwara S, Masunari N, Suzuki G, Ross PD (2001) Performance of osteoporosis risk indices in a Japanese population. Curr Ther Res Clin Exp 62:586–593

    Article  Google Scholar 

  15. Arifin AZ, Asano A, Taguchi A, Nakamoto T, Ohtsuka M, Tanimoto K (2005) Computer-aided system for measuring the mandibular cortical width on panoramic radiographs in osteoporosis diagnosis. Proceedings of the SPIE Medical Imaging 5747:813–821

    Article  Google Scholar 

  16. Arifin AZ and Asano A (2004) Image thresholding by histogram segmentation using cluster organization avoiding local minima. IEICE Technical Report 104:1–7

    Google Scholar 

  17. Dey A, McCloskey EV, Taube T, Cox R, Pande KC, Ashford RU, Forster M, de Takats D, Kanis JA (2000) Metacarpal morphometry using a semi-automated technique in the assessment of osteoporosis and vertebral fracture risk. Osteoporos Int 11:953–958

    Article  PubMed  CAS  Google Scholar 

  18. Richy F, Gourlay M, Ross PD, Sen SS, Radican L, De Ceulaer F, Ben Sedrine W, Ethgen O, Bruyere O, Reginster JY (2004) Validation and comparative evaluation of the osteoporosis self-assessment tool (OST) in a Caucasian population from Belgium. QJM 97:39–46

    Article  PubMed  CAS  Google Scholar 

  19. Cadarette SM, McIsaac WJ, Hawker GA, Jaakkimainen L, Culbert A, Zarifa G, Ola E, Jaglal SB (2004) The validity of decision rules for selecting women with primary osteoporosis for bone mineral density testing. Osteoporos Int 15:361–366

    Article  PubMed  Google Scholar 

  20. Cook RB, Collins D, Tucker J, Zioupos P (2005) Comparison of questionnaire and quantitative ultrasound techniques as screening tools for DXA. Osteoporos Int DOI "10.1007/s00198-005-1864-x"

  21. Nakamoto T, Taguchi A, Asano A, Ohtsuka M, Suei Y, Fujita M, Sanada M, Ohama K, Tanimoto K (2004) Computer-aided diagnosis of low skeletal bone mass on panoramic radiographs. J Dent Res 83, Special issue A, 1953

Download references

Acknowledgements

This study was supported by a grant-in-aid for scientific research from the Japan Society for the Promotion of Science (14571786, 16390616) and the 2004 Hiroshima University Research Supporting Budget.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. Asano.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Arifin, A.Z., Asano, A., Taguchi, A. et al. Computer-aided system for measuring the mandibular cortical width on dental panoramic radiographs in identifying postmenopausal women with low bone mineral density. Osteoporos Int 17, 753–759 (2006). https://doi.org/10.1007/s00198-005-0045-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00198-005-0045-2

Keywords

Navigation