ARCHIVES
Research Article
Oral Cancer Detection Using Deep Learning
Koustubha S1
Srividya C N2
Leela D C3
Namrata N Gowda4
1234 Department of Electronics and Communication Engineering, BGSIT, BG Nagara, Karnataka, India.
Published Online: May-June 2024
Pages: 195-202
Cite this article
↗ https://www.doi.org/10.59256/ijire.20240503024References
[1] Roshan Alex Welikala, Paolo Remagnino et. al., “Automated Detection and Classification of Oral Lesions Using Deep Learning for
Early Detection of Oral Cancer,” Annu. Rev. Neurosci., Digital Object Identifier 10.1109/ACCESS.2020.3010180, VOLUME 8, 2020
[2] Shipu Xu, Chang Liu, Yongshuo Zong et al., “An Early Diagnosis of Oral Cancer based on Three-Dimensional Convolution Neural
Networks”, http://creativecommons.org/licenses/by/4.0/ VOLUME 7, 2019 IEEE 10.1109/ACCESS.2019.2950286
[3] Amy F. Ziober,Kirtesh R. Patel,Faizan Alawi, Phyllis Gimotty,4 Randall S. Weber, MichaelM. Feldman,Ara A. Chalian,Gregory S.
Weinstein,Jennifer Hunt, and Barry L. Ziober, Identification of a Gene Signature for Rapid Screening of Oral Squamous Cell
Carcinoma, American Association for Cancer (2018).
[4] Tabassum Begum, Prof. Gayatri Mugli, Oral Cancer Prediction Using Machine Learning, Volume:05/Issue:08/August-2023,
International Research Journal of Modernization in Engineering Technology and Science.
[5] Dr. K. Padmavathi, C. Deepa, A Predictive Model for Early Detection of Oral Cancer via Adaboost Classification Technique”,
International Journal for Multidisciplinary Research (IJFMR), Volume 5, Issue 4, July-August 2023.
[6] Panigrahi S, Das J, Swarnkar T. Capsule network based analysis of histopathological images of oral squamous cell carcinoma. J
King Saud Univ Comput Inform Sci. (2020) doi: 10.1016/j.jksuci.2020.11.003
[7] Sunny S, Baby A, James BL, Balaji D, Rana MH, Gurpur P, et al. A smart tele-cytology point-of-care platform for oral cancer
screening. PLoS ONE. (2019) 14:e0224885. doi: 10.1371/journal.pone.0224885
[8] Nanditha BR, Geetha A, Chandrashekar HS, Dinesh MS, Murali S. An ensemble deep neural network approach for oral cancer
screening. Int J Online Biomed Eng. (2021) 17:121. doi: 10.3991/ijoe.v17i02.19207
[9] Jubair F, Al-karadsheh O, Malamos D, Al Mahdi S, Saad Y, Hassona Y. A novel lightweight deep convolutional neural network for
early detection of oral cancer.
[10] Kouznetsova VL, Li J, Romm E, Tsigelny IF. Finding distinctions between oral cancer and periodontitis using saliva metabolites and
machine learning. Oral Diseases. (2021) 27:484–93. doi: 10.1111/odi.13591 82. Welikala RA, Remagnino P, Lim JH, Chan CS, R.
Early Detection of Oral Cancer,” Annu. Rev. Neurosci., Digital Object Identifier 10.1109/ACCESS.2020.3010180, VOLUME 8, 2020
[2] Shipu Xu, Chang Liu, Yongshuo Zong et al., “An Early Diagnosis of Oral Cancer based on Three-Dimensional Convolution Neural
Networks”, http://creativecommons.org/licenses/by/4.0/ VOLUME 7, 2019 IEEE 10.1109/ACCESS.2019.2950286
[3] Amy F. Ziober,Kirtesh R. Patel,Faizan Alawi, Phyllis Gimotty,4 Randall S. Weber, MichaelM. Feldman,Ara A. Chalian,Gregory S.
Weinstein,Jennifer Hunt, and Barry L. Ziober, Identification of a Gene Signature for Rapid Screening of Oral Squamous Cell
Carcinoma, American Association for Cancer (2018).
[4] Tabassum Begum, Prof. Gayatri Mugli, Oral Cancer Prediction Using Machine Learning, Volume:05/Issue:08/August-2023,
International Research Journal of Modernization in Engineering Technology and Science.
[5] Dr. K. Padmavathi, C. Deepa, A Predictive Model for Early Detection of Oral Cancer via Adaboost Classification Technique”,
International Journal for Multidisciplinary Research (IJFMR), Volume 5, Issue 4, July-August 2023.
[6] Panigrahi S, Das J, Swarnkar T. Capsule network based analysis of histopathological images of oral squamous cell carcinoma. J
King Saud Univ Comput Inform Sci. (2020) doi: 10.1016/j.jksuci.2020.11.003
[7] Sunny S, Baby A, James BL, Balaji D, Rana MH, Gurpur P, et al. A smart tele-cytology point-of-care platform for oral cancer
screening. PLoS ONE. (2019) 14:e0224885. doi: 10.1371/journal.pone.0224885
[8] Nanditha BR, Geetha A, Chandrashekar HS, Dinesh MS, Murali S. An ensemble deep neural network approach for oral cancer
screening. Int J Online Biomed Eng. (2021) 17:121. doi: 10.3991/ijoe.v17i02.19207
[9] Jubair F, Al-karadsheh O, Malamos D, Al Mahdi S, Saad Y, Hassona Y. A novel lightweight deep convolutional neural network for
early detection of oral cancer.
[10] Kouznetsova VL, Li J, Romm E, Tsigelny IF. Finding distinctions between oral cancer and periodontitis using saliva metabolites and
machine learning. Oral Diseases. (2021) 27:484–93. doi: 10.1111/odi.13591 82. Welikala RA, Remagnino P, Lim JH, Chan CS, R.
Related Articles
2024
Embedding Artificial Intelligence for Personal Voice Assistant Using NLP
2024
Analysis of Pedestrian Steel Bridge subjected the Seismic Load and Wind Load using Damper at different Span
2024
Review Paper on Comparison of Asymmetric and Symmetric RCC Building with Soil Structure Interaction by Dynamic Loading
2024
BLYNK RFID and Retinal Lock Access System
2024
ML-Driven Facial Synthesis from Spoken Words Using Conditional GANs
2024