Comparative study and analysis on skin cancer detection using machine learning and deep learning algorithms

VAO Nancy, P Prabhavathy, MS Arya… - Multimedia Tools and …, 2023 - Springer
Exposure to UV rays due to global warming can lead to sunburn and skin damage,
ultimately resulting in skin cancer. Early prediction of this type of cancer is crucial. A detailed …

A comparative analysis of deep learning algorithms for skin cancer detection

P Singh, M Kumar, A Bhatia - 2022 6th international conference …, 2022 - ieeexplore.ieee.org
In the current world, machine learning and computing techniques are being used in every
industry. One of these involves the healthcare and medical industry. Already due to intensive …

Skin cancer detection and classification based on deep learning

RA Said, H Raza, S Muneer, K Amjad… - … on Cyber Resilience …, 2022 - ieeexplore.ieee.org
Melanoma (MEL) is a form of malignant cancer of the skin that is harmful to health.
Appropriate analysis of MEL at initial phase is critical for the achievement percentage of …

[HTML][HTML] Skin cancer detection using multi-scale deep learning and transfer learning

M Hajiarbabi - Journal of Medical Artificial Intelligence, 2023 - jmai.amegroups.org
Background: Skin Cancer is on the rise and melanoma is the most threatening type among
the skin cancers. Early detection of skin cancer is vital to prevent the cancer from spreading …

Skin Cancer Detection and Classification Using Neural Network Algorithms: A Systematic Review

P Hermosilla, R Soto, E Vega, C Suazo, J Ponce - Diagnostics, 2024 - mdpi.com
In recent years, there has been growing interest in the use of computer-assisted technology
for early detection of skin cancer through the analysis of dermatoscopic images. However …

Detection of Skin Cancer: A Deep Learning Approach

A Shafiullah, F Faisal, SMR Arnab… - 2023 IEEE Smart …, 2023 - ieeexplore.ieee.org
Despite recent advances in medical imaging and machine learning, the detection of skin
cancer remains an enormous challenge. Traditional techniques like visual inspection and …

Deep learning for automatic diagnosis of skin cancer using dermoscopic images

SR Krishna, A Gudur, S Jain… - Journal of Artificial …, 2024 - ojs.istp-press.com
Over the past few years, the healthcare industry has seen a dramatic increase in the use of
intelligent automation enabled by artificial intelligence technology. These developments are …

Skin cancer detection using deep learning

P Agrahari, A Agrawal, N Subhashini - Futuristic Communication and …, 2022 - Springer
Skin cancer is form of cancer which is a major health concern with 125,000 new melanoma
cases every year. Even around 3 million non-melanoma cases can be seen worldwide each …

Skin cancer detection based on deep learning methods

S Shaaban, H Atya, H Mohammed, A Sameh… - … Conference on Artificial …, 2023 - Springer
One of the most common and dangerous types of tumors/cancer is skin cancer. It is an
abnormal growth of the skin. Skin cancer that is not detected early spreads to other organs …

A deep CNN model for skin cancer detection and classification

MS Junayed, N Anjum, A Noman, B Islam - 2021 - otik.uk.zcu.cz
Skin cancer is one of the most dangerous types of cancers that affect millions of people
every year. The detection of skin cancer in the early stages is an expensive and challenging …