Derleme
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Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme

Yıl 2024, Cilt: 10 Sayı: 2, 55 - 64, 28.08.2024
https://doi.org/10.21306/dishekimligi.1443780

Öz

‘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.

Kaynakça

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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.
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  • 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.
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Fractal Analysis in Dentistry: Review

Yıl 2024, Cilt: 10 Sayı: 2, 55 - 64, 28.08.2024
https://doi.org/10.21306/dishekimligi.1443780

Öz

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.

Kaynakça

  • 1. Sanchez I, Uzcategui G. Fractals in dentistry. J Dent. 2011;39(4):273-92.
  • 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.
  • 36. Lee R, Lyles K, Sloane R, Colon-Emeric C. The association of newer anticonvulsant medications and bone mineral density. Endocr Pract. 2012:1-22.
  • 37. Sato Y, Kondo I, Ishida S, Motooka H, Takayama K, Tomita Y, et al. Decreased bone mass and increased bone turnover with valproate therapy in adults with epilepsy [RETRACTED]. Neurology. 2001;57(3):445-9.
  • 38. Temur KT, Magat G, Ozcan S. A retrospective comparative fractal and radiomorphometric analysis of the effect of 3 generations of anti-epileptic drugs on the mandible. Oral Surg Oral Med Oral Pathol Oral Radiol. 2023;136(2):255-62.
  • 39. Arce K, Assael LA, Weissman JL, Markiewicz MR. Imaging findings in bisphosphonate-related osteonecrosis of jaws. J Oral Maxillofac Surg. 2009;67(5 Suppl):75-84.
  • 40. Bachtler R, Walter C, Schulze RK. Fractal dimension in CBCT images as predictor for MRONJ: a retrospective cohort study. Clin Oral Inves. 2021;25:2113-8.
  • 41. Fardet L, Kassar A, Cabane J, Flahault A. Corticosteroid-induced adverse events in adults: frequency, screening and prevention. Drug Saf. 2007;30(10):861-81.
  • 42. LoCascio V, Bonucci E, Imbimbo B, Ballanti P, Adami S, Milani S, et al. Bone loss in response to long-term glucocorticoid therapy. Bone Miner. 1990;8(1):39-51.
  • 43. Belgin CA, Serindere G. Fractal and radiomorphometric analysis of mandibular bone changes in patients undergoing intravenous corticosteroid therapy. Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology. 2020;130(1):110-5.
  • 44. Heo MS, Park KS, Lee SS, Choi SC, Koak JY, Heo SJ, et al. Fractal analysis of mandibular bony healing after orthognathic surgery. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2002;94(6):763- 7.
  • 45. Southard TE, Southard KA, Jakobsen JR, Hillis SL, Najim CA. Fractal dimension in radiographic analysis of alveolar process bone. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 1996;82(5):569-76.
  • 46. Nair MK, Seyedain A, Webber RL, Nair UP, Piesco NP, Agarwal S, et al. Fractal analyses of osseous healing using tuned aperture computed tomography images. Eur Radiol. 2001;11(8):1510-5.
  • 47. Larvin H, Kang J, Aggarwal VR, Pavitt S, Wu J. Risk of incident cardiovascular disease in people with periodontal disease: A systematic review and metaanalysis. Clin Exp Dent Res. 2021;7(1):109-22.
  • 48. Soltani P, Sami S, Yaghini J, Golkar E, Riccitiello F, Spagnuolo G. Application of Fractal Analysis in Detecting Trabecular Bone Changes in Periapical Radiograph of Patients with Periodontitis. Int J Dent. 2021;2021:3221448.
  • 49. Mishra S, Kumar M, Mishra L, Panda S, Panda S, Lewkowicz N, et al. Estimation of Cancellous Changes Using Fractal Analysis in Patients with Periodontitis. Biomedicines. 2023;11(9):2547.
  • 50. Shrout MK, Roberson B, Potter BJ, Mailhot JM, Hildebolt CF. A comparison of 2 patient populations using fractal analysis. J Periodontol. 1998;69(1):9-13.
  • 51. Lioubavina-Hack N, Lang NP, Karring T. Significance of primary stability for osseointegration of dental implants. Clin Oral Implants Res. 2006;17(3):244- 50.
  • 52. Sennerby L, Meredith N. Implant stability measurements using resonance frequency analysis: biological and biomechanical aspects and clinical implications. Periodontol. 2008;47(1):51-66.
  • 53. Karl M, Grobecker-Karl T. Effect of bone quality, implant design, and surgical technique on primary implant stability. Quintessence Int. 2018;49(3):189-98.
  • 54. Song YY, Cha JY, Hwang CJ. Mechanical characteristics of various orthodontic mini-screws in relation to artificial cortical bone thickness. Angle Orthodontist. 2007;77(6):979-85.
  • 55. Herrmann I, Lekholm U, Holm S, Kultje C. Evaluation of patient and implant characteristics as potential prognostic factors for oral implant failures. Int J Oral Maxillofac Implants. 2005;20(2):220-30.
  • 56. Sansare K, Singh D, Karjodkar F. Changes in the fractal dimension on pre- and post-implant panoramic radiographs. Oral Radiology. 2012;28(1):15-23.
  • 57. Abdulhameed EA, Al-Rawi NH, Uthman AT, Samsudin AR. Bone Texture Fractal Dimension Analysis of Ultrasound-Treated Bone around Implant Site: A Double-Blind Clinical Trial. Int J Dent. 2018;2018:2672659.
  • 58. Hadzik J, Kubasiewicz-Ross P, Simka W, Gebarowski T, Barg E, Ciesla-Niechwiadowicz A, et al. Fractal Dimension and Texture Analysis in the Assessment of Experimental Laser-Induced Periodic Surface Structures (LIPSS) Dental Implant Surface-In Vitro Study Preliminary Report. Materials (Basel). 2022;15(8):2713.
  • 59. Soler-Alcaraz S, Guerrero-Sánchez Y, PérezSayáns M, Bernabeu-Mira JC, Peñarrocha-Oltra D, Camacho-Alonso F. Evaluation of Change in Radiographic Fractal Dimension around Dental Implants Placed with Low-Speed Drilling and Standard Drilling Protocols. J Clin Med.2023;12(6):2244.
  • 60. Mu T-J, Lee D-W, Park K-H, Moon I-S. Changes in the fractal dimension of peri-implant trabecular bone after loading: a retrospective study. J J Periodontal Implant Sci. 2013;43(5):209-14.
  • 61. Rosen P, Clem D, Cochran D, Froum S, McAllister B, Renvert S, et al. Peri-implant mucositis and peri-implantitis: a current understanding of their diagnoses and clinical implications. J Periodontol. 2013;84(4):436-43.
  • 62. Lang MS, Miyamoto T, Nunn ME. Validity of fractal analysis of implants in individuals with healthy and diseased peri‐implant mucosa. Clin Oral Implants Res. 2020;31(11):1039-46.
  • 63. Wada M, Mameno T, Otsuki M, Kani M, Tsujioka Y, Ikebe K. Prevalence and risk indicators for periimplant diseases: A literature review. Japanese Dental Science Review. 2021;57:78-84.
  • 64. Teh-Jing Mu,Dong-Won Lee,Kwang-Ho Park, IkSang Moon. Changes in the fractal dimension of periimplant trabecular bone after loading: a retrospective study. J Periodontal Implant Sci. 2013; 43(5): 209- 214.
  • 65. Gröndahl H-G, Gröndahl K, Webber RL. A digital subtraction technique for dental radiography. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 1983;55(1):96- 102.
  • 66. Delano EO, Ludlow JB, Ørstavik D, Tyndall D, Trope M. Comparison between PAI and quantitative digital radiographic assessment of apical healing after endodontic treatment. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2001;92(1):108-15.
  • 67. Chen S-K, Oviir T, Lin C-H, Leu L-J, Cho B-H, Hollender L. Digital imaging analysis with mathematical morphology and fractal dimension for evaluation of periapical lesions following endodontic treatment. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2005;100(4):467-72.
  • 68. Yu Y-Y, Chen H, Lin C-H, Chen C-M, Oviir T, Chen S-K, et al. Fractal dimension analysis of periapical reactive bone in response to root canal treatment. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 2009;107(2):283-8.
  • 69. Aktuna Belgin C, Serindere G. Evaluation of trabecular bone changes in patients with periodontitis using fractal analysis: A periapical radiography study. J Periodontol. 2020;91(7):933-7.
  • 70. Huang C, Chen J, Chang Y, Jeng J, Chen C. A fractal dimensional approach to successful evaluation of apical healing. Int Endod J. 2013;46(6):523-9.
  • 71. Tosun S, Karataslioglu E, Tulgar MM, Derindag G. Retrospective fractal analyses of one-year followup data obtained after single-visit nonsurgical endodontic retreatment on periapical radiographs. Clin Oral Investig. 2021;25:6465-72.
  • 72. Salwaji S, Ananthaneni A, Kuberappa PH, Bagalad B, Pasupuleti MK, Guduru VS. Fractal Analysis of Nuclear Architecture in Oral Squamous Cell Carcinoma by Using Transmission Electron Microscopy: An Original Research. Meandros Med Dent J. 2023;24(4):343-8.
  • 73. Guerrero-Sánchez Y, Gómez García F, ChamorroPetronacci CM, Suárez-Peñaranda JM, Pérez-Sayáns M. Use of the fractal dimension to differentiate epithelium and connective tissue in oral leukoplakias. Cancers. 2022;14(11):2697.
  • 74. Iqbal J, Patil R, Khanna V, Tripathi A, Singh V, Munshi M, et al. Role of fractal analysis in detection of dysplasia in potentially malignant disorders. J Family Med Prim Care. 2020;9(5):2448.
  • 75. Pandey PB, Kandakurti S, Saxena VS, Tripathi P, Pamula R, Yadav M. Fractal analysis in oral leukoplakia. Journal of Indian Academy of Oral Medicine and Radiology. 2015;27(3):354-8.
Toplam 75 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Ağız, Diş ve Çene Radyolojisi, Periodontoloji
Bölüm Collection
Yazarlar

Abdulkadir Kemal Binici 0000-0002-7654-1036

Fitnat Deniz Özbay Çetiner 0000-0002-1903-2999

Yayımlanma Tarihi 28 Ağustos 2024
Gönderilme Tarihi 28 Şubat 2024
Kabul Tarihi 15 Mayıs 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 10 Sayı: 2

Kaynak Göster

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. Ağustos 2024;10(2):55-64. doi:10.21306/dishekimligi.1443780
Chicago Binici, Abdulkadir Kemal, ve Fitnat Deniz Özbay Çetiner. “Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme”. Journal of International Dental Sciences (Uluslararası Diş Hekimliği Bilimleri Dergisi) 10, sy. 2 (Ağustos 2024): 55-64. https://doi.org/10.21306/dishekimligi.1443780.
EndNote Binici AK, Özbay Çetiner FD (01 Ağustos 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 ve F. D. Özbay Çetiner, “Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme”, J Int Dent Sci, c. 10, sy. 2, ss. 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 (Ağustos 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 ve Fitnat Deniz Özbay Çetiner. “Diş Hekimliğinde Fraktal Analiz Kullanımı: Derleme”. Journal of International Dental Sciences (Uluslararası Diş Hekimliği Bilimleri Dergisi), c. 10, sy. 2, 2024, ss. 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.

Dergimize sadece Araştırma makalesi, vaka raporu ve Derleme türündeki yayınlarınızı dergimize gönderebilirsiniz. Dergimiz, Uluslararası ve ulusal indekslerce taranmaktadır.

Uluslararası Diş Hekimliği Bilimleri Dergisi Europub, Asian Science Citation Index, Asos index, ACAR index ve Google Scholar tarafından dizinlenmektedir. Ayrıca, TR Dizin ve diğer indekslere başvuru yapılmıştır.