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Dergiler / Black Sea Journal of Health Science / 2021 / Cilt: 4 - Sayı: 2

A Classification Tree to Identify Factors Affecting Temporomandibular Disorders

Ayşe ÖZCAN KÜÇÜK
Utku Nezih YILMAZ
Bilal EGE
Mahmut KOPARAL
Eda Didem YALÇIN
Fatih ÜÇKARDEŞ
Sayfa
98–103
Yayın Tarihi
2021-05-01
DOI
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⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

This is the first report to use CTM to define factors affecting TMD.

📌 3 Maddede Bu Makale

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Amaç & Hipotez:To examine the effects of stress, bruxism, malocclusion, and oral habits on the incidence of temporomandibular disorders (TMDs) using a classification tree method (CTM).
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Temel Bulgular & Veri:We obtained data from a total of 1.338 patients: 669 who had TMDs and 669 who but haven’t TMDs.
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Sonuç & Katkı:This is the first report to use CTM to define factors affecting TMD.
🔬Tür:Araştırma Makalesi
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:Bruxism · Classification tree method · Data mining

Abstract

To examine the effects of stress, bruxism, malocclusion, and oral habits on the incidence of temporomandibular disorders (TMDs) using a classification tree method (CTM). We obtained data from a total of 1.338 patients: 669 who had TMDs and 669 who but haven’t TMDs. We recorded interview data on stress and oral habits, and during oral examination, noted malocclusions, bruxism, and any sign of poor oral habits. All data were subjected to CTM analyses. The TMD rate was highest in stressed patients (96.8%), and significantly lower in stress-free patients (25.3%) (P < 0.001). TMD was evident in all patients exhibiting both stress and bruxism (100.0%). In stressed patients lacking bruxism, the effects of malocclusion on TMD were significant (P < 0.001). CTM analyses showed that the most significant factor affecting TMD was stress, followed by bruxism and malocclusion. This is the first report to use CTM to define factors affecting TMD.

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Bu Makaleye Atıf Yap

KÜÇÜK, A. Ö., YILMAZ, U. N., EGE, B., KOPARAL, M., YALÇIN, E. D., ÜÇKARDEŞ, F. (2021). A Classification Tree to Identify Factors Affecting Temporomandibular Disorders. Black Sea Journal of Health Science, Cilt: 4 - Sayı: 2, 98–103. https://ajindex.com/articles/745304

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Kaynakça (11)

  1. Al-Ani MZ, Davies SJ, Gray RJM, Sloan P, Glenny AM. 2004. Stabilisation splint therapy for temporomandibular pain dysfunction syndrome. Cochrane Database Syst Rev, 1: CD002778. Arino M, Ito A, Fujiki S, Sugiyama S, Hayashi M. 2016. Multicenter study on caries risk assessment in adults using survival classification and regression trees. Sci Rep, 6: 29190. Barlin JN, Zhou Q, St Clair CM, Iasonos A, Soslow RA, Alektiar KM, Hensley ML, Jr. Leitao MM, Barakat RR, Abu-Rustum NR. 2013. Classification and regression tree (CART) analysis of endometrial carcinoma: Seeing the forest for the trees. Gynecol Oncol, 130: 452-456.
  2. Camdeviren HA, Yazici AC, Akkus Z, Bugdayci R, Sungur MA. 2007. Comparison of logistic regression model and classification tree: An application to postpartum depression data. Expert Sys App, 32: 987-994.
  3. Castelo PM, Gaviao MB, Pereira LJ, Bonjardim LR. 2005. Relationship between oral parafunctional/nutritive sucking habits and temporomandibular joint dysfunction in primary dentition. Int J Paediatr Dent, 15: 29-36.
  4. Chang LY, Wang HW. 2006. Analysis of traffic injury severity: An application of non-parametric classification tree techniques. Acc Anly Prev, 38: 1019-1027.
  5. Chisnoiu AM, Picos AM, Popa S, Chisnoiu DP, Lascu L, Picos A, Chisnoiu R. 2015. Factors involved in the etiology of temporomandibular disorders: A literature review. Clujul Med, 88: 473-478.
  6. Cortese SG, Biondi AM. 2009. Relationship between dysfunctions and parafunctional oral habits, and temporomandibular disorders in children and teenagers. Arch Argent Pediatr, 107: 134-138. D’Alisa S, Miscio G, Baudo S, Simone A, Tesio L, Mauro A. 2006. Depression is the main determinant of quality of life in multiple sclerosis: A classification regression (CART) study. Disabil Rehabil, 28: 307-314.
  7. Deleeuw R, Bertoli E. 2005. Prevalence of traumatic stressor in patient with temporomandibular disorders. J Oral Maxillofac Surg, 63: 42-50.
  8. Egermark I, Magnusson T, Carlsson GE. 2003. A 20-year follow-up of signs and symptoms of temporomandibular disorders and malocclusions in subjects with and without orthodontic treatment in childhood. Angle Orthod, 73: 109-115.
  9. Filho J, Manzi FR, de Freitas DQ, Bóscolo NF, de Almeida MS. 2007; Evaluation of temporomandibular joint in stress-free patients. Dentomaxillofac Radiol, 36: 336-340.
  10. Flannery B, Wisniewski SR. 2016. Classification and Regression Tree [CART] analysis to predict influenza in primary care patients. BMC Infect Dis, 16: 503-513.
  11. Fonarow GC, A