The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks

Adarsh B; Tarun Patil; Tejaswi Rajendra Hegde; Vinayak R Nayak

The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks

May 2023

Vol-9, Issue-3

Paper ID: 20253

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Oral Cancer Deep learning CNN

Abstract

In this research, we propose a novel solution for early detection of oral cancer in low- and middle-income nations. Early detection of oral cancer can save lives, and automated techniques can help. On the basis of photographic images, we aim to develop a deep learning classification system for oral lesions. To achieve this, we propose a model for identifying landmarks in oral images, which is then used to guide the categorization of oral lesions. The effectiveness of this approach is evaluated using a variety of deep convolutional neural networks. The proposed system has the potential to improve the accuracy of oral lesion classification and aid in the early detection of oral cancer.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Adarsh B	Dayananda Sagar College of Engineering
2	Tarun Patil	Dayananda Sagar College of Engineering
3	Tejaswi Rajendra Hegde	Dayananda Sagar College of Engineering
4	Vinayak R Nayak	Dayananda Sagar College of Engineering

How to Cite

Use the following formats to cite this article in your research.

APA Style

B, Adarsh, Patil, Tarun, Hegde, Tejaswi Rajendra, & Nayak, Vinayak R (2023). The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 2700-2715.

MLA Style

B, Adarsh, et al. "The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 2700-2715.

IEEE Style

Adarsh B, Tarun Patil, Tejaswi Rajendra Hegde, and Vinayak R Nayak, "The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 2700-2715, 2023.

Vancouver Style

B Adarsh, Patil Tarun, Hegde Tejaswi Rajendra, Nayak Vinayak R. The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):2700-2715.

Harvard Style

B, Adarsh, Patil, Tarun, Hegde, Tejaswi Rajendra, & Nayak, Vinayak R (2023) 'The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 2700-2715.

Chicago Style

B, Adarsh, et al. "The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2700-2715.

Turabian Style

B, Adarsh, et al. "The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2700-2715.