Facial thermography: a potential complimentary tool for evaluation of dental disorders

  • Authors

    • U Snekhalatha
    • Nida Mir
    • Mehvish Khan
    • Parimal Raj
    • Vimaladhithan .
    • Yeshi Choden
    2018-03-19
    https://doi.org/10.14419/ijet.v7i2.8.10353
  • Thermography, K-Means Algorithm, Feature Extraction, Facial-Thermogram, Dental Diseases.
  • Abstract

    The aim and objectives of the study was to analyze the skin surface temperature distribution in dental disorders using thermal imaging and to segment the region of interest using k-means algorithm and to perform statistical feature extraction for the total population studied. Thermal images were obtained for left profile, right profile, and front profile for the total population to be studied. The thermal image was segmented using k-means algorithm and the features were extracted from the segmented output image for both normal and dental disorder subjects. The results obtained from the study depicts that the mean temperature difference between the abnormal diseased subjects and the healthy controls in the front, left and right facial region was found to be 8.75%, 7.89% and 9.3% respectively. Among the regions examined in the facial thermogram, right facial region depicts the highest percentage difference of 9.3% found between the diseased subjects and normal group. From this data it is safe to infer that, presence of infections, significantly increases the temperature of the region. Hence thermography was used as a complimentary diagnostic tool in diagnosis of dental disorders.

  • References

    1. [1] Tonetti MS, Jepsen S, Jin L, Otomo-Corgel J. Impact of the global burden of periodontal diseases on health, nutrition and wellbeing of mankind: A call for global action. J Clin Periodontol. 2017; 00:1–7. https://doi.org/10.1111/jcpe.12732.

      [2] Shewale AH, Gattani DR, Bhatia N, Mahajan R, Saravan SP. Prevalence of Periodontal disease in the general population in India-A systematic Review. J Clin Daign Res 2016; 10(6): ZE04-ZE09 https://doi.org/10.7860/JCDR/2016/17958.7962.

      [3] http://www.who.int/mediacentre/factsheets/fs318/en/

      [4] Abesi F, Mirshekar A, Moudi E, Seyedmajidi M, Haghanifar S, Haghighat N, Bijani A. Diagnostic Accuracy of digital and conventional radiography in the detection of non-cavitated approximal dental caries. Iran J Radiol 2012; 9(1): 17-21 https://doi.org/10.5812/iranjradiol.6747.

      [5] Gomez J. Detection and diagnosis of the early caries lesion.BMC Oral Health 2015; 15 (Suppl 1): S3 https://doi.org/10.1186/1472-6831-15-S1-S3.

      [6] Snekhalatha U, Sowmiya V, Nilkantha G. A computer aided diagnostic based Thermal image Analysis: A potential tool for the Evaluation of Rheumatoid Arthritis in Hand. Journal of Medical and Biological Engineering, on line: 30th September 2017, DOI: https://doi.org/10.1007/s40846-017-0338-x.

      [7] Gratt BM, Anbar M. Thermology and facial telethermography: Part II: Current and future clinical applications in dentistry. Dento maxillofacial Radiology. 27: 68-74, 1998. https://doi.org/10.1038/sj.dmfr.4600324.

      [8] Gratt BM, Graff-Radford SB, Shetty V, Solberg WK, Sickles EA. A six-year clinical assessment of electronic facial thermography Dentomaxillofacial Radiology. 25: 247 -255, 1996 https://doi.org/10.1259/dmfr.25.5.9161178.

      [9] Hayase Y, Wakasa T, Uemura M, Adachi K, Ochi S and Kishi K. Clinical Evaluation of Thermography in the Diagnosis of Malignant Tumors in the Oral and Maxillo-Facial Region. Oral Radiology 8(1):1-6, 1992. https://doi.org/10.1007/BF02347273.

      [10] Durnovo EA, Potekhina YP, Marochkina MS, Yanova NA, Sahakyan MY, Ryzhevsky DV. Diagnostic capabilities of Infrared thermography in the examination of patients with diseases of maxillofacial area. Clinical Medicine 2014; 6(2): 61-65

      [11] Pogrel MA, Yen CK, Taylor RC. Infrared thermography in oral and maxilla facial surgery.Oral surgery orla medicine oral pathology. 1989; 67(2): 126-31 https://doi.org/10.1016/0030-4220(89)90315-0.

      [12] Snekhalatha U, Anburajan.M, Sowmiya V, Venkatraman.B, Menaga.M. Automated hand thermal image segmentation and feature extraction in evaluation of rheumatoid arthritis†Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, 2015; 229(4):319-331 https://doi.org/10.1177/0954411915580809.

      [13] Merla A, Ciuffolo F, D'Attilio M, Tecco S, Festa F, De Michele G, Tangherlini A, Romani GL; Functional Infrared Imaging in the Diagnosis of the Myofascial Pain.

      [14] Moinuddin Hassan, Tyuichi Kimura, Jcakimasa Asai, Akihiro Shimase,Masakazu Fukuoka and Ttatsuo Togawa; Imaging Of Skin Thermal Properties By Changing Ambient Radiation Temperature-An Electrical Control System For Stepwise Change In Ambient Radiation temperature; Engineering in Medicine and Biology Society,1-3;1998.

      [15] Sarbani Deb Sikdar, Anshul Khandelwal, Savita Ghom, Rajkumar Diwan, FM Debta: Thermography: A New Diagnostic Tool in Dentistry. Journal of Indian Academy of Oral Medicine and Radiology 22(4):206-210, October-December 2010.

      [16] Gratt BM, Sickles EA, Ross JB. Thermographic characterization of an internal derangement of the temporomandibular joint. Journal of Orofacial Pain 8: 197-206, 1994.

      [17] Gratt BM, Sickles EA, Wexler CA. Thermographic characterization of osteoarthrosis of the temporomandibular joint. Journal of Orofacial Pain. 7: 345-353, 1993. https://doi.org/10.1590/bjpt-rbf.2014.0076.

      [18] Dibai-Filho AV, Guirro EC, Ferreira VT, Brandino HE, Vaz MM, Guirro RR (2015). Reliability of different methodologies of infrared image analysis of myofascial trigger points in the upper trapezius muscle. Braz J Phys Ther 19: 122-128

      [19] Rodrigues-Bigaton D, Dibai Filho AV, Costa AC, Packer AC, de Castro EM (2013). Accuracy and reliability of infrared thermography in the diagnosis of arthralgia in women with temporomandibular disorder. J Manipulative Physiol Ther. 36:253-8. https://doi.org/10.1016/j.jmpt.2013.04.006.

      [20] Haddad DS, Brioschi ML, Vardasca R, Weber M, Crosato EM, Arista ES (2014). Thermographic chraracterization of masticatory muscle regions in volunteers with and without myogenous temporomandibular disorder: preliminary results. Dentomaxillofacial radiology 43: 20130440. https://doi.org/10.1259/dmfr.20130440.

      [21] Komoriyama M, Nomoto R, Tanaka R, Hosoya N, Gomi K, Iino F, Yashima A, Takayama Y, Tsuruta M, Tokiwa H, Kawasaki K, Arai T, Hosoi T, Hirashita A, Hirano S. Application of Thermography in Dentistry-Visualization of Temperature Distribution on Oral Tissues. Dental Material Journal 22(4):1-7, 2003. https://doi.org/10.4012/dmj.22.436.

      [22] Gratt BM, Sickles EA. Electronic facial thermography: an analysis of asymptomatic adult subjects. J Orofacial Pain. 9: 255- 265, 1995.

      [23] McBeth SA, Gratt BM. A cross-sectional thermographic assessment of TMJ problems in orthodontic patients. American Journal of Orthodontics and Dentofacial Orthopedics. 109: 481-488, 1996. https://doi.org/10.1016/S0889-5406(96)70132-4.

      [24] Biagioni PA, Longmore RB, McGimpsey JG, Lamey PJ. Infrared thermography. Its role in dental research with particular reference to craniomandibular disorders. Dentomaxillofacial Radiology. 25: 119-124, 1996. https://doi.org/10.1259/dmfr.25.3.9084259.

      [25] S.V.Manikanthan and V.Rama“Optimal Performance of Key Predistribution Protocol In Wireless Sensor Networks†International Innovative Research Journal of Engineering and Technology, ISSN NO: 2456-1983, Vol-2, Issue –Special –March 2017.

      [26] T. Padmapriya, V.Saminadan, “Performance Improvement in long term Evolution-advanced network using multiple imput multiple output techniqueâ€, Journal of Advanced Research in Dynamical and Control Systems, Vol. 9, Sp-6, pp: 990-1010, 2017.

      [27] N Bala Dastagiri, K Hari Kishore "Novel Design of Low Power Latch Comparator in 45nm for Cardiac Signal Monitoringâ€, International Journal of Control Theory and Applications, ISSN No: 0974-5572, Vol No.9, Issue No.49, page: 117-123, May 2016.

  • Downloads

  • How to Cite

    Snekhalatha, U., Mir, N., Khan, M., Raj, P., ., V., & Choden, Y. (2018). Facial thermography: a potential complimentary tool for evaluation of dental disorders. International Journal of Engineering & Technology, 7(2.8), 175-181. https://doi.org/10.14419/ijet.v7i2.8.10353

    Received date: 2018-03-19

    Accepted date: 2018-03-19

    Published date: 2018-03-19