[PDF][PDF] Oral cancer detection using machine learning and deep learning techniques

BR Nanditha, G MP - Int J Cur Res Rev, 2022 - researchgate.net
Oral Cancer Detection using Machine Learning and Deep Learning Techniques Page 1 Int J
Cur Res Rev | Vol 14 • Issue 01 • January 2022 64 Oral Cancer Detection using Machine …

Automatic detection of oral squamous cell carcinoma from histopathological images of oral mucosa using deep convolutional neural network

M Das, R Dash, SK Mishra - International Journal of Environmental …, 2023 - mdpi.com
Worldwide, oral cancer is the sixth most common type of cancer. India is in 2nd position, with
the highest number of oral cancer patients. To the population of oral cancer patients, India …

Oral Cancer Detection using Deep Learning Techniques

N Tenali, VS Desu, C Boppa… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
One of the most serious tumors that affects the oral cavity is oral cancer. Smoking cigarettes
and increased tobacco use are the main risk factors for mouth cancer. When oral cancer is …

Oral cancer diagnosis using deep learning for early detection

J Lavanya, G Kavya, N Prasamya - … Conference on Electronics …, 2022 - ieeexplore.ieee.org
Oral cancer's overall prognosis is still bad. Over half of those who are afflicted are in
advanced stages. Screening testing results and earlier detection strategies for oral …

Automated Framework for Effective Identification of Oral Cancer Using Improved Convolutional Neural Network

J Manikandan, BV Krishna, N Varun… - 2023 Eighth …, 2023 - ieeexplore.ieee.org
Oral cancer is one of the most prevalent cancers worldwide, influencing and originating from
the mouth and neck, and its prevalence is rising in many communities. Tobacco usage and …

An ensemble deep neural network approach for oral cancer screening

BR Nanditha, A Geetha, HS Chandrashekar… - 2021 - learntechlib.org
One of the ways to reduce oral cancer mortality rate is diagnosing oral lesions at initial
stages to classify them as precancerous or normal lesions. During routine oral examination …

Oral cancer detection using deep learning approach

RK Yadav, P Ujjainkar, R Moriwal - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Oral cancer is a prevalent malignancy that is challenging and has a high severity level. In
India, oral cancer is the eighth most prevalent cancer in the world, claiming 130,000 lives …

A current review of machine learning and deep learning models in oral cancer diagnosis: Recent technologies, open challenges, and future research directions

S Dixit, A Kumar, K Srinivasan - Diagnostics, 2023 - mdpi.com
Cancer is a problematic global health issue with an extremely high fatality rate throughout
the world. The application of various machine learning techniques that have appeared in the …

Performance evaluation of oral cancer detection and classification using deep learning approach

S Hemalatha, N Chidambararaj… - … on Advances in …, 2022 - ieeexplore.ieee.org
Oral Cancer disease is the major reason behind increased no. of death rates. Detecting and
preventing Oral cancer at the earliest, can be beneficial in minimizing the death rate and …

Automated detection and classification of oral squamous cell carcinoma using deep neural networks

B Ananthakrishnan, A Shaik, S Kumar, SO Narendran… - Diagnostics, 2023 - mdpi.com
This work aims to classify normal and carcinogenic cells in the oral cavity using two different
approaches with an eye towards achieving high accuracy. The first approach extracts local …