Comparative performance analysis of Naive Bayes and SVM classifier for oral X-ray images

G Karthick, R Harikumar - 2017 4th International Conference on …, 2017 - ieeexplore.ieee.org
This paper presents the development of an automatic system for the classification of tooth
wear disease diagnosis. Abnormal detection, disease detection and classification of oral …

[PDF][PDF] Dental Caries Diagnosis in X-ray Images using KNN Classifier

V Geetha, KS Aprameya - Indian Journal of Science and …, 2019 - pdfs.semanticscholar.org
Objectives: Early diagnosis of dental caries helps in maintaining good oral health. The
current study focuses on diagnosis of dental caries in dental radiographs through machine …

A new linear adaptive swarm intelligence approach using back propagation neural network for dental caries classification

M Sornam, M Prabhakaran - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
The process of analyzing the dental caries from the x-ray images is quite challenging in the
medical field. For the purpose of avoiding the approximation in deciding the diagnosis for …

[PDF][PDF] A new method for dental caries diagnosis using convolutional neural networks and bees algorithm

A Anaei, AA Kalteh - … Research Progress in Applied Science & …, 2019 - academia.edu
Over the past few years, dental radiography has played an important role in clinical
diagnosis, treatment and surgery. Accordingly, extensive efforts have been done on …

Expert System to Diagnose Dental and Oral Disease Using Naive Bayes Method

J Manurung, Y Perwira, B Sinaga - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The high cost of consulting and checking teeth or mouth makes residents reluctant to go to
the doctor. In order to facilitate the consultation, a system is needed that can predict the …

Tooth decay diagnosis using back propagation neural network

Y Yu, Y Li, Y Li, J Wang, D Lin… - … conference on machine …, 2006 - ieeexplore.ieee.org
Artificial neural network (ANN), with its high performances in handling complex problems,
has been widely used in medical image processing for clinical diagnostic application. In this …

[PDF][PDF] Detection of caries in panoramic dental X-ray images using back-propagation neural network

AA ALbahbah, HM El-Bakry… - International Journal of …, 2016 - researchgate.net
Recently, artificial neural network (ANNs) has been adopted widely for solving many
complex problems in different fields due to its high performance and its ability to generalize …

Algorithm of Caries Level Image Classification Using Multilayer Perceptron Based Texture Features

Y Jusman, A Widyaningrum… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
A number of patients with untreated caries only seek treatment at late stages when serious
complications might have already developed and can lead to significant acute and chronic …

Classification of dental diseases using CNN and transfer learning

SA Prajapati, R Nagaraj, S Mitra - 2017 5th International …, 2017 - ieeexplore.ieee.org
Automated medical assistance system is in high demand with the advances in research in
the machine learning area. In many such applications, availability of labeled medical dataset …

Detection of oral cancer using machine learning classification methods

R Prabhakaran, DJ Mohana - International Journal of Electrical …, 2020 - papers.ssrn.com
Oral cancer is one of the most dangerous cancers which affects and originates from the oral
cavity and neck. Overuse of tobacco and smoking cigarettes are the primary risk factor for …