Systematic review of approaches to detection and classification of skin cancer using artificial intelligence: Development and prospects

UA Lyakhova, PA Lyakhov - Computers in Biology and Medicine, 2024 - Elsevier
In recent years, there has been a significant improvement in the accuracy of the
classification of pigmented skin lesions using artificial intelligence algorithms. Intelligent …

Segmenting and classifying skin lesions using a fruit fly optimization algorithm with a machine learning framework

R Sonia, J Joseph, D Kalaiyarasi, N Kalyani… - …, 2024 - Taylor & Francis
The deadliest forms of skin cancer, melanomas have a large fatality rate. In the United States
of America, 196,060 new cases of melanoma are anticipated in 2020. In the past, many …

Skin cancer detection from dermatoscopic images using hybrid fuzzy ensemble learning model

MN Mohanty, A Das - International Journal of Fuzzy Systems, 2024 - Springer
Malignant tissue in the skin is highly harmful. As melanoma is of identical look and lacks
color variation, detection of skin cancer from dermatoscopic scans is a difficult task. The raw …

Combining hyperspectral imaging techniques with deep learning to aid in early pathological diagnosis of melanoma

C Tian, Y Xu, Y Zhang, Z Zhang, H An, Y Liu… - Photodiagnosis and …, 2023 - Elsevier
Background Cutaneous melanoma, an exceedingly aggressive form of skin cancer, holds
the top rank in both malignancy and mortality among skin cancers. In early stages …

[HTML][HTML] Using Computational Learning for Non-Melanoma Skin Cancer and Actinic Keratosis Near-Infrared Hyperspectral Signature Classification

LA Courtenay, I Barbero-García… - Photodiagnosis and …, 2024 - Elsevier
Background The early detection of Non-Melanoma Skin Cancer (NMSC) is essential to
ensure patients receive the most effective treatment. Diagnostic screening tools for NMSC …

Current Approach and Future Directions in the Diagnosis and Prognosis of Keratinocyte Carcinomas

C Scheau, C Caruntu, A Caruntu - Journal of Clinical Medicine, 2023 - mdpi.com
Keratinocyte carcinomas (KCs) are malignancies developed from keratinocytes or their
precursors. They are comprised of squamous cell carcinomas (SCCs) and basal cell …

Comparative Study of Deep Learning Methods through Improvement of Skin Image Quality of Basal Cell Carcinoma

AM Jannah, K Muchtar, M Oktiana… - … on Research of …, 2023 - ieeexplore.ieee.org
Basal cell carcinoma (BCC) or commonly known as basal cell cancers is the most common
non-melanoma skin disease in the world. BCC is the result of an interaction between a …

Hyperspectral Imaging for Cancer Applications

IA Cruz-Guerrero, R Leon… - … and Treatment of …, 2023 - taylorfrancis.com
Hyperspectral imaging (HSI) is a well-established technique in remote sensing that has
been successfully translated into the medical field, especially for diagnosis and guided …

[PDF][PDF] METHODS FOR EARLY DIAGNOSIS AND PREVENTIVE TREATMENT OF SKIN CANCERS

V LINDHOLM - helda.helsinki.fi
Skin cancer is the most common cancer worldwide. As the incidence continuously
increases, preventive efforts should be made to decrease their burden on patients and …