Deep learning for medical image-based cancer diagnosis

X Jiang, Z Hu, S Wang, Y Zhang - Cancers, 2023 - mdpi.com
Simple Summary Deep learning has succeeded greatly in medical image-based cancer
diagnosis. To help readers better understand the current research status and ideas, this …

Role of artificial intelligence in the early diagnosis of oral cancer. A sco** review

M García-Pola, E Pons-Fuster, C Suárez-Fernández… - Cancers, 2021 - mdpi.com
Simple Summary Oral cancer is characterized by high morbidity and mortality, since the
disease is typically in an advanced locoregional stage at the time of diagnosis. The …

Advanced meta-heuristic algorithm based on Particle Swarm and Al-biruni Earth Radius optimization methods for oral cancer detection

H Myriam, AA Abdelhamid, ESM El-Kenawy… - IEEE …, 2023 - ieeexplore.ieee.org
Oral cancer is a deadly form of cancerous tumor that is widely spread in low and middle-
income countries. An early and affordable oral cancer diagnosis might be achieved by …

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 …

A novel lightweight deep convolutional neural network for early detection of oral cancer

F Jubair, O Al‐karadsheh, D Malamos… - Oral …, 2022 - Wiley Online Library
Objectives To develop a lightweight deep convolutional neural network (CNN) for binary
classification of oral lesions into benign and malignant or potentially malignant using …

Automated detection and classification of oral lesions using deep learning to detect oral potentially malignant disorders

G Tanriver, M Soluk Tekkesin, O Ergen - Cancers, 2021 - mdpi.com
Simple Summary Oral cancer is the most common type of head and neck cancer worldwide.
The detection of oral potentially malignant disorders, which carry a risk of develo** into …

Automatic detection of oral cancer in smartphone-based images using deep learning for early diagnosis

H Lin, H Chen, L Weng, J Shao… - Journal of Biomedical …, 2021 - spiedigitallibrary.org
Significance: Oral cancer is a quite common global health issue. Early diagnosis of
cancerous and potentially malignant disorders in the oral cavity would significantly increase …

Optimal deep learning neural network using ISSA for diagnosing the oral cancer

Q Huang, H Ding, N Razmjooy - Biomedical Signal Processing and Control, 2023 - Elsevier
Most cancers are not fatal if diagnosed early and treated with medication. But if cancer is not
diagnosed early and people do not start treatment, their lives may be in danger. Oral cancer …

Framework for detecting breast cancer risk presence using deep learning

M Humayun, MI Khalil, SN Almuayqil, NZ Jhanjhi - Electronics, 2023 - mdpi.com
Cancer is a complicated global health concern with a significant fatality rate. Breast cancer is
among the leading causes of mortality each year. Advancements in prognoses have been …

Automatic classification and detection of oral cancer in photographic images using deep learning algorithms

K Warin, W Limprasert, S Suebnukarn… - Journal of Oral …, 2021 - Wiley Online Library
Background Oral cancer is a deadly disease among the most common malignant tumors
worldwide, and it has become an increasingly important public health problem in develo** …