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 …

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 …

Detection of Oral Cavity Squamous Cell Carcinoma from Normal Epithelium of the Oral Cavity using Microscopic Images

CC Ukwuoma, Q Zhiguang, MBB Heyat… - … on Decision Aid …, 2022 - ieeexplore.ieee.org
The most common and widely known type of head and neck cancer is the Oral or mouth
neoplasm, of which Oral Cavity Squamous Cell Carcinoma (OCSCC) is the most popular …

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 …

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 …

Early Detection and Diagnosis of Oral Cancer Using Fusioned Deep Neural Network

ST Sucharitha, I Kannan, KA Varun Kumar - Intelligent Computing and …, 2022 - Springer
In recent days, oral cancer cases are significantly increasing due to increase in tobacco
consumption, along with the combination of consumption of alcohol, poor oral hygiene, and …

Histopathologic oral cancer prediction using oral squamous cell carcinoma biopsy empowered with transfer learning

A Rahman, A Alqahtani, N Aldhafferi, MU Nasir… - Sensors, 2022 - mdpi.com
Oral cancer is a dangerous and extensive cancer with a high death ratio. Oral cancer is the
most usual cancer in the world, with more than 300,335 deaths every year. The cancerous …

Deep machine learning for oral cancer: from precise diagnosis to precision medicine

RO Alabi, A Almangush, M Elmusrati… - Frontiers in Oral …, 2022 - frontiersin.org
Oral squamous cell carcinoma (OSCC) is one of the most prevalent cancers worldwide and
its incidence is on the rise in many populations. The high incidence rate, late diagnosis, and …

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 …

Automated detection of oral pre-cancerous tongue lesions using deep learning for early diagnosis of oral cavity cancer

MZM Shamim, S Syed, M Shiblee, M Usman… - The Computer …, 2022 - academic.oup.com
Discovering oral cavity cancer (OCC) at an early stage is an effective way to increase patient
survival rate. However, current initial screening process is done manually and is expensive …