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2018 | OriginalPaper | Chapter

Automatic Diagnosis of Dental Diseases

Authors : Punal M. Arabi, T. S. Naveen, N. Vamsha Deepa, Deepak Samanta

Published in: Smart and Innovative Trends in Next Generation Computing Technologies

Publisher: Springer Singapore

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Abstract

Not taking care of oral health may lead to many health problems, mouth lesions or other oral problems are most often the sign of systemic diseases such as cardiovascular, stroke and pulmonary diseases. The most common oral and dental disease which affects the teeth are dental abscess, dental caries, gingivitis, periodontal disease, pericoronitis, pulpitis, crowding, malocclusion, oral cancer, acid erosion, bad breath, dental plaque. Dental diseases are majorly diagnosed by X-ray imaging. Since the X-rays are harmful as they emit radiation. Exposed levels are not considered safe for adults and children. To eliminate the use of X-ray for imaging modality in dentistry we propose a system which includes digital imaging, thermal imaging and near infrared imaging which are non-invasive, non-harmful, cost effective and ease of use and care. After conducting a clinical study on 47 volunteers and 60 images are obtained on their denture studies reveal their efficiency here image modalities to be used as automatic classification of dental diseases and analyzing the proposed system the results confirm the diseases with greater accuracy of 87.5% hence there is a possibility of replacing X-ray images a hybrid imager which houses a thermal, a near infrared and high resolution imager.

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Metadata
Title
Automatic Diagnosis of Dental Diseases
Authors
Punal M. Arabi
T. S. Naveen
N. Vamsha Deepa
Deepak Samanta
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-8657-1_28

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