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

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

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Submission Last date	28-Jun-2025
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Title: :  The Prediction of Oral Cancer through Deep Learning-based Classification Using Mouth Landmarks
PaperId: :  20253
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20253
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Name	Author Institute
Adarsh B	Dayananda Sagar College of Engineering
Tarun Patil	Dayananda Sagar College of Engineering
Tejaswi Rajendra Hegde	Dayananda Sagar College of Engineering
Vinayak R Nayak	Dayananda Sagar College of Engineering

Abstract

Research Area	Computer Engineering
KeyWord	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.

Citations

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IJARIIE	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 Volume 9 Issue 3 2023 Page 2700-2715
MLA	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 9.3(2023) : 2700-2715.
APA	Adarsh B , Tarun Patil , Tejaswi Rajendra Hegde , & Vinayak R Nayak . (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.
Chicago	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 9, no. 3 (2023) : 2700-2715.
Oxford	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, 2023, p. 2700-2715. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/The_Prediction_of_Oral_Cancer_through_Deep_Learning_based_Classification_Using_Mouth_Landmarks_ijariie20523.pdf (Accessed : 12 September 2024).
Harvard	Adarsh B , Tarun Patil , Tejaswi Rajendra Hegde , and Vinayak R Nayak . (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. 2700-2715IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/The_Prediction_of_Oral_Cancer_through_Deep_Learning_based_Classification_Using_Mouth_Landmarks_ijariie20523.pdf (Accessed : 12 September 2024)
IEEE	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, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/The_Prediction_of_Oral_Cancer_through_Deep_Learning_based_Classification_Using_Mouth_Landmarks_ijariie20523.pdf [Accessed : 12 September 2024].
Turabian	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 [Online]. volume 9 number 3 (12 September 2024).
Vancouver	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 [Internet]. 2023 [Cited : 12 September 2024]; 9(3) : 2700-2715. Available from: https://ijariie.com/AdminUploadPdf/The_Prediction_of_Oral_Cancer_through_Deep_Learning_based_Classification_Using_Mouth_Landmarks_ijariie20523.pdf

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