Multi-features extraction based on deep learning for skin lesion classification

S Benyahia, B Meftah, O Lézoray - Tissue and Cell, 2022 - Elsevier
For various forms of skin lesion, many different feature extraction methods have been
investigated so far. Indeed, feature extraction is a crucial step in machine learning …

[HTML][HTML] Analysis of dermoscopy images by using ABCD rule for early detection of skin cancer

EM Senan, ME Jadhav - Global Transitions Proceedings, 2021 - Elsevier
Melanoma is the most deadly type of skin cancer in humans. Which occurs as a result of a
change in the pigment of the skin, which is known as pigment cells. Which produces a …

Efficient fusion of handcrafted and pre-trained CNNs features to classify melanoma skin cancer

Y Filali, H EL Khoukhi, MA Sabri, A Aarab - Multimedia Tools and …, 2020 - Springer
Skin cancer is one of the most aggressive cancers in the world. Computer-Aided Diagnosis
(CAD) system for cancer detection and classification is a top-rated solution that decreases …

[PDF][PDF] Classification of dermoscopy images for early detection of skin cancer–a review

EM Senan, ME Jadhav - International Journal of Computer …, 2019 - researchgate.net
Early diagnosis of skin cancer is essential health requirement for the patient and a critical
task for the dermatologist. The factual thinking is that the chance of patient's survival is high if …

Intelligent System for Early Diagnosis of Skin Cancer using Bilinear CNN and Soft Attention Approach

AKS Pundir, MAA Walid, P Adivarekar… - … on Electronics and …, 2023 - ieeexplore.ieee.org
Skin cancer is becoming the leading cause of death in the Western world. Although sun
exposure is a major risk factor for the development of skin cancer, this malignant neoplasm …

[PDF][PDF] A lightweight approach for skin lesion detection through optimal features fusion

K Manzoor, F Majeed, A Siddique, T Meraj… - Comput Mater …, 2022 - researchgate.net
Skin diseases effectively influence all parts of life. Early and accurate detection of skin
cancer is necessary to avoid significant loss. The manual detection of skin diseases by …

[HTML][HTML] Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information

ES Dos Santos, R de MS Veras, KRT Aires… - Medical Image …, 2022 - Elsevier
Dermoscopic images are commonly used in the early diagnosis of skin lesions, and several
computational systems have been proposed to analyze them. The segmentation of the …

Melanoma skin cancer detection based on ABCD rule

NF Lattoofi, IF Al-Sharuee, MY Kamil… - … of Computer and …, 2019 - ieeexplore.ieee.org
Skin cancer is the most common cancers in the last years, especially in the human body; the
Melanoma is the most destructive type of skin lesions. Detect cancer is important at the initial …

Automatic detection of melanoma by deep learning models-based feature extraction and fine-tuning strategy

S Barburiceanu, R Terebeș - IOP Conference Series: Materials …, 2022 - iopscience.iop.org
Skin cancer is one of the most common and lethal cancers in the world. Even though
melanoma accounts for a small fraction of all skin cancer types, it is currently the leading …

Classification of skin lesions in digital images for the diagnosis of skin cancer

R Shayini - 2020 International Conference on Smart …, 2020 - ieeexplore.ieee.org
According to modern research skin cancer is increasing day by day, early detection of skin
cancer can increase the survival rate up to a larger extend. Image processing techniques …