Review
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Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme

Year 2024, Volume: 10 Issue: 2, 55 - 64, 28.08.2024
https://doi.org/10.21306/dishekimligi.1443780

Abstract

‘Fraktal’ kelimesi Latince’de ‘kırık, parça’ anlamına gelen ‘fractus’ sözcüğünden türemiştir. Eğriler, birbiri ile ilişkisi bulunmayan dağınık noktalar, yüzeyler ve standart geometride benzeri bulunmayan amorf yapıları tanımlamak için kullanılmaktadır. Fraktal analiz (FA), görüntü boyunca desenler sergileyen karmaşık geometrik yapıların niceliksel olarak değerlendirilmesine yönelik bir yöntemdir. Bilgisayar algoritmasıyla hesaplanan fraktal boyut (FB), yapının karmaşıklığını tanımlar ve tek bir sayıyla temsil edilir. FB’nin hesaplanması amacıyla birçok yöntem kullanılmıştır. Mesafe ölçümüne bağlı FB hesabı yapılan yöntemler arasında Richardson metodu, kutu sayma metodu ve Flook tarafından geliştirilmiş olan dilatasyon metodu (piksel genişletme metodu) yer almaktadır. FB analizi için kullanılan en popüler yöntem kutu sayma yöntemidir. Genel olarak FB’un yüksek olması yapının daha karmaşık, FB’un düşük olması da yapının daha basit internal düzene sahip olduğu anlamına gelmektedir Fraktal analizden günümüzde pek çok alanda yararlanılmaktadır. Diş hekimliğinde birçok sistemik patolojinin ve periapikal lezyonların tanısının konulması, antiepileptik, kortizon gibi kullanılan ilaçların ve diabetes mellitus, talesemi majör, osteoporöz gibi çeşitli sistemik hastalıkların çene kemikleri üzerine etkilerinin değerlendirilmesi, oral malign ve premalign lezyonların iç yapısının incelenmesi, endodontik tedavi sonrasında kemikteki iyileşmenin takibi ve implantların osseointegrasyonunun değerlendirilmesi gibi pek çok amaçla FB hesaplaması yapılmaktadır. FA; non-invaziv olması, kolay uygulanabilirliği ve düşük maliyeti sebebiyle son yıllarda yaygın olarak kullanılmakta olup, etkin bir diagnostik araçtır.
Bu derlemenin amacı; FBA’nın diş hekimliğinde kullanım alanlarının güncel literatürler taranarak tek bir başlık altında toplanması ve bu konuda çalışma yapmak isteyen yazarlara genel bir bilgi vermesidir.

References

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Fractal Analysis in Dentistry: Review

Year 2024, Volume: 10 Issue: 2, 55 - 64, 28.08.2024
https://doi.org/10.21306/dishekimligi.1443780

Abstract

The word 'Fractal' derives from the Latin word 'fractus', meaning 'broken, piece'. Fractal is used to describe curves, unrelated scattered points, surfaces, and amorphous structures that have no analogs in standard geometry. Fractal analysis (FA) is a method for quantitatively evaluating complex geometric structures that exhibit patterns throughout the image. The fractal dimension (FD), calculated by a computer algorithm, describes the complexity of the structure and is represented by a single number. Many methods have been used to calculate FB. Methods that calculate FB based on distance measurement include the Richardson method, the box-counting method, and the dilation method (pixel expansion method) developed by Flook. The most popular method used for FB analysis is the box-counting method. In general, a higher FB means that the structure is more complex, and a lower FB means that the structure has a simpler internal order. Fractal analysis is used in many areas today. In dentistry, FD calculation is performed for many purposes such as diagnosing many systemic pathologies and periapical lesions, evaluation of the effects of drugs such as antiepileptics and cortisone, and various systemic diseases such as diabetes mellitus, thalassemia major and osteoporosis on the jaw bones, examining the internal structure of oral malignant and premalignant lesions, monitoring of bone healing after endodontic treatment and evaluating osseointegration. FA has been widely used in recent years due to its non-invasiveness, easy applicability, and low cost, and it is an effective diagnostic tool.
This review aims to gather the areas of use of FBA in dentistry under a single heading by scanning the current literature and providing general information to authors who want to work on this subject.

References

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  • 2. Archana M, Jayachandran S. Diagnostic application of fractal dimension analysis of bone invasion in oral malignancy-A preliminary retrospective study. Annals of the Ann Natl Acad Med Sci. 2020;56(01):42-5.
  • 3. Landini G. Fractals in microscopy. J Microsc. 2011;241(1):1-8.
  • 4. Mancardi D, Varetto G, Bucci E, Maniero F, Guiot C. Fractal parameters and vascular networks: facts & artifacts. Theor Biol Med Model. 2008;5:12.
  • 5. Krzysztofik WJ. Fractal Geometry in Electromagnetics Applications-from Antenna to Metamaterials. Microwave Review. 2013;19(2).
  • 6. Dohan Ehrenfest DM. Fractal patterns applied to implant surface: definitions and perspectives. J Oral Implantol. 2011;37(5):506-9.
  • 7. Ruttimann UE, Webber RL, Hazelrig JB. Fractal dimension from radiographs of peridental alveolar bone. A possible diagnostic indicator of osteoporosis. Oral Surg Oral Med Oral Pathol. 1992;74(1):98-110.
  • 8. Degiorgio V. Mandelbrot, BB The Fractal Geometry Of Nature. 1984;78(119):27.
  • 9. Plotnick RE, Gardner RH, O'Neill RV. Lacunarity indices as measures of landscape texture. Landscape Ecology, 1993;8:201-11.
  • 10. Baksı BG, Şen BH. Fractal Dimension and Lacunarity Analyses of Root Canal Dentin with or without Smear Layer. Meandros Med Dent J. 2023;24(2).
  • 11. Hayek E, Aoun G, Bassit R, Nasseh I. Correlating radiographic fractal analysis at implant recipient sites with primary implant stability: an in vivo preliminary study. Cureus. 2020;12(1): e6539.
  • 12. Güleç M, Taşsöker M, Şener S. Tıpta ve Diş Hekimliğinde Fraktal Analiz. EÜ Dişhek Fak Derg. 2019;40(1):17-31.
  • 13. Small RE. Uses and limitations of bone mineral density measurements in the management of osteoporosis. Med Gen Med. 2005;7(2):3.
  • 14. Savic Pavicin I, Dumancic J, Jukic T, Badel T, Badanjak A. Digital orthopantomograms in osteoporosis detection: mandibular density and mandibular radiographic indices as skeletal BMD predictors. Dentomaxillofac Radiol. 2014;43(7):20130366.
  • 15. Apolinario AC, Sindeaux R, de Souza Figueiredo PT, Guimaraes AT, Acevedo AC, Castro LC, et al. Dental panoramic indices and fractal dimension measurements in osteogenesis imperfecta children under pamidronate treatment. Dentomaxillofac Radiol. 2016;45(4):20150400.
  • 16. Haidekker MA, Andresen R, Evertsz CJ, Banzer D, Peitgen HO. Assessing the degree of osteoporosis in the axial skeleton using the dependence of the fractal dimension on the grey level threshold. Br J Radiol. 1997;70(834):586-93.
  • 17. Cakur B, Sahin A, Dagistan S, Altun O, Caglayan F, Miloglu O, et al. Dental panoramic radiography in the diagnosis of osteoporosis. J Int Med Res. 2008;36(4):792-9.
  • 18. Ibrahim N, Parsa A, Hassan B, van der Stelt P, Aartman IH, Wismeijer D. Accuracy of trabecular bone microstructural measurement at planned dental implant sites using cone‐beam CT datasets. Clin Oral Implants Res. 2014;25(8):941-5.
  • 19. Gümüşsoy İ. Panoramik Radyografilerde Fraktal Analiz Metodunun Uygulanması ve Değişik Röntgen Cihazlarının Fraktal Boyut Değerine Etkisi. Sakarya Tıp Dergisi. 2019;9(3):492-8.
  • 20. Furuncuoğlu ÖÜF, Gümüşsoy İ. Endodontik tedavi sonrası periapikal reaktif kemiğin fraktal boyut analizi ile değerlendirilmesi. 7tepe Klinik Dergisi. 2022;18(2):4-9.
  • 21. Gumussoy I, Miloglu O, Cankaya E, Bayrakdar IS. Fractal properties of the trabecular pattern of the mandible in chronic renal failure. Dentomaxillofac Radiol. 2016;45(5):20150389.
  • 22. Oliveira ML, Pedrosa EFNC, Cruz AD, HaiterNeto F, Paula FJA, Watanabe PCA. Relationship between bone mineral density and trabecular bone pattern in postmenopausal osteoporotic Brazilian women. Clin Oral Investig. 2013;17:1847-53.
  • 23. Demirbas AK, Ergun S, Guneri P, Aktener BO, Boyacioglu H. Mandibular bone changes in sickle cell anemia: fractal analysis. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2008;106(1):e41-8.
  • 24. Bollen AM, Taguchi A, Hujoel PP, Hollender LG. Fractal dimension on dental radiographs. Dentomaxillofac Radiol. 2001;30(5):270-5.
  • 25. Zheng K, Makrogiannis S, editors. Bone texture characterization for osteoporosis diagnosis using digital radiography. 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC); 2016: IEEE.
  • 26. Onem E, Baksi BG, Sogur E. Changes in the fractal dimension, feret diameter, and lacunarity of mandibular alveolar bone during initial healing of dental implants. Int J Oral Maxillofac Implants. 2012;27(5):1009-13.
  • 27. Bonds DE, Larson JC, Schwartz AV, Strotmeyer ES, Robbins J, Rodriguez BL, et al. Risk of fracture in women with type 2 diabetes: the Women's Health Initiative Observational Study. J Clin Endocrinol Metab. 2006;91(9):3404-10.
  • 28. Rubin MR. Skeletal fragility in diabetes. Ann N Y Acad Sci. 2017;1402(1):18-30.
  • 29. Kursun-Cakmak ES, Bayrak S. Comparison of fractal dimension analysis and panoramic-based radiomorphometric indices in the assessment of mandibular bone changes in patients with type 1 and type 2 diabetes mellitus. Oral Surg Oral Med Oral Pathol Oral Radiol. 2018;126(2):184-91.
  • 30. Bayrak S, Goller Bulut D, Orhan K, Sinanoglu EA, Kursun Cakmak ES, Misirli M, et al. Evaluation of osseous changes in dental panoramic radiography of thalassemia patients using mandibular indexes and fractal size analysis. Oral Radiol. 2020;36(1):18-24.
  • 31. WA P. Consensus development conference: diagnosis, prophylaxis, and treatment of osteoporosis. Am J Med. 1993;94(6):646-50.
  • 32. Franciotti R, Moharrami M, Quaranta A, Bizzoca ME, Piattelli A, Aprile G, et al. Use of fractal analysis in dental images for osteoporosis detection: a systematic review and meta-analysis. Osteoporos Int. 2021;32(6):1041-52.
  • 33. Kovesdy CP. Epidemiology of chronic kidney disease: an update 2022. Kidney Int Suppl (2011). 2022;12(1):7- 11.
  • 34. Keronen S, Martola L, Finne P, Burton IS, Kroger H, Honkanen E. Changes in Bone Histomorphometry after Kidney Transplantation. Clin J Am Soc Nephrol. 2019;14(6):894-903.
  • 35. Lins PJB, Zambrana JRM, Costa C, Caliento R, Andrade NS, Gallottini M. Fractal Dimension and Pixel Intensity in the Alveolar Bone Healing after Tooth Extractions in Individuals with Kidney Diseases. 2023;1:1-13.
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There are 75 citations in total.

Details

Primary Language Turkish
Subjects Oral and Maxillofacial Radiology, Periodontics
Journal Section Collection
Authors

Abdulkadir Kemal Binici 0000-0002-7654-1036

Fitnat Deniz Özbay Çetiner 0000-0002-1903-2999

Publication Date August 28, 2024
Submission Date February 28, 2024
Acceptance Date May 15, 2024
Published in Issue Year 2024 Volume: 10 Issue: 2

Cite

APA Binici, A. K., & Özbay Çetiner, F. D. (2024). Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme. Journal of International Dental Sciences (Uluslararası Diş Hekimliği Bilimleri Dergisi), 10(2), 55-64. https://doi.org/10.21306/dishekimligi.1443780
AMA Binici AK, Özbay Çetiner FD. Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme. J Int Dent Sci. August 2024;10(2):55-64. doi:10.21306/dishekimligi.1443780
Chicago Binici, Abdulkadir Kemal, and Fitnat Deniz Özbay Çetiner. “Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme”. Journal of International Dental Sciences (Uluslararası Diş Hekimliği Bilimleri Dergisi) 10, no. 2 (August 2024): 55-64. https://doi.org/10.21306/dishekimligi.1443780.
EndNote Binici AK, Özbay Çetiner FD (August 1, 2024) Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme. Journal of International Dental Sciences (Uluslararası Diş Hekimliği Bilimleri Dergisi) 10 2 55–64.
IEEE A. K. Binici and F. D. Özbay Çetiner, “Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme”, J Int Dent Sci, vol. 10, no. 2, pp. 55–64, 2024, doi: 10.21306/dishekimligi.1443780.
ISNAD Binici, Abdulkadir Kemal - Özbay Çetiner, Fitnat Deniz. “Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme”. Journal of International Dental Sciences (Uluslararası Diş Hekimliği Bilimleri Dergisi) 10/2 (August 2024), 55-64. https://doi.org/10.21306/dishekimligi.1443780.
JAMA Binici AK, Özbay Çetiner FD. Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme. J Int Dent Sci. 2024;10:55–64.
MLA Binici, Abdulkadir Kemal and Fitnat Deniz Özbay Çetiner. “Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme”. Journal of International Dental Sciences (Uluslararası Diş Hekimliği Bilimleri Dergisi), vol. 10, no. 2, 2024, pp. 55-64, doi:10.21306/dishekimligi.1443780.
Vancouver Binici AK, Özbay Çetiner FD. Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme. J Int Dent Sci. 2024;10(2):55-64.

It is aimed that the Journal of International Dentistry Sciences be included in the Ulakbim TR Dizin. Necessary preparations are continuing for the issues to be published in 2020 in the TR Dizin.