[HTML][HTML] Skin lesion analysis and cancer detection based on machine/deep learning techniques: A comprehensive survey

M Zafar, MI Sharif, MI Sharif, S Kadry, SAC Bukhari… - Life, 2023 - mdpi.com
The skin is the human body's largest organ and its cancer is considered among the most
dangerous kinds of cancer. Various pathological variations in the human body can cause …

[HTML][HTML] Optical technologies for the improvement of skin cancer diagnosis: a review

L Rey-Barroso, S Peña-Gutiérrez, C Yáñez… - Sensors, 2021 - mdpi.com
The worldwide incidence of skin cancer has risen rapidly in the last decades, becoming one
in three cancers nowadays. Currently, a person has a 4% chance of developing melanoma …

Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning

M Abdar, M Samami, SD Mahmoodabad… - Computers in biology …, 2021 - Elsevier
Accurate automated medical image recognition, including classification and segmentation,
is one of the most challenging tasks in medical image analysis. Recently, deep learning …

[HTML][HTML] Refining skin lesions classification performance using geometric features of superpixels

S Moldovanu, M Miron, CG Rusu, KC Biswas… - Scientific Reports, 2023 - nature.com
This paper introduces superpixels to enhance the detection of skin lesions and to
discriminate between melanoma and nevi without false negatives, in dermoscopy images …

Machine learning and computer vision based methods for cancer classification: A systematic review

SB Mukadam, HY Patil - Archives of Computational Methods in …, 2024 - Springer
Cancer remains a substantial worldwide health issue that requires careful and exact
classification to plan treatment in its early stages. Classical methods of cancer diagnosis …

Skin lesion image classification method based on extension theory and deep learning

X Bian, H Pan, K Zhang, P Li, J Li, C Chen - Multimedia Tools and …, 2022 - Springer
A skin lesion is a part of the skin that has abnormal growth on body parts. Early detection of
the lesion is necessary, especially malignant melanoma, which is the deadliest form of skin …

[PDF][PDF] Automated Deep Learning Based Melanoma Detection and Classification Using Biomedical Dermoscopic Images.

AA Albraikan, N Nemri, MA Alkhonaini… - … Materials & Continua, 2023 - cdn.techscience.cn
Melanoma remains a serious illness which is a common form of skin cancer. Since the
earlier detection of melanoma reduces the mortality rate, it is essential to design reliable and …

A systematic literature survey on skin disease detection and classification using machine learning and deep learning

R Yadav, A Bhat - Multimedia Tools and Applications, 2024 - Springer
The world population is growing very fast and the lifestyle of human beings is changing with
time and place. So, there is a need for disease management which includes disease …

Skin lesions classification using deep learning techniques

OS Kareem, AM Abdulazee… - Asian Journal of …, 2021 - archive.sdpublishers.com
Skin cancer is a significant health problem. More than 123,000 new cases per year are
recorded. Melanoma is the most popular type of skin cancer, leading to more than 9000 …

Analysis of adversarial attacks on skin cancer recognition

A Huq, MT Pervin - … Conference on Data Science and Its …, 2020 - ieeexplore.ieee.org
Cancer is one of the most detrimental diseases having the highest death rates in recent
years. There are various types of cancers; among them, skin cancer is the most familiar one …