Deep clustering via center-oriented margin free-triplet loss for skin lesion detection in highly imbalanced datasets

Ş Öztürk, T Çukur - IEEE Journal of Biomedical and Health …, 2022 - ieeexplore.ieee.org
Melanoma is a fatal skin cancer that is curable and has dramatically increasing survival rate
when diagnosed at early stages. Learning-based methods hold significant promise for the …

Skin lesion classification using multi-resolution empirical mode decomposition and local binary pattern

SS Samsudin, H Arof, SW Harun, AW Abdul Wahab… - Plos one, 2022 - journals.plos.org
Skin cancer is the most common type of cancer in many parts of the world. As skin cancers
start as skin lesions, it is important to identify precancerous skin lesions early. In this paper …

Does a previous segmentation improve the automatic detection of basal cell carcinoma using deep neural networks?

P Vélez, M Miranda, C Serrano, B Acha - Applied Sciences, 2022 - mdpi.com
Basal Cell Carcinoma (BCC) is the most frequent skin cancer and its increasing incidence is
producing a high overload in dermatology services. In this sense, it is convenient to aid …

A granular parakeratosis classification using svm hinge and cross validation

S Janthakal, G Hosalli - Journal of Applied Science and …, 2022 - 163.13.100.126
Now-a-days, a challenging task in the medical field is the diagnosis of skin illness
considering numerous characteristics such as color, size, and the lesion region …

Análisis de imágenes dermatoscópicas para el diagnostico de lesiones pigmentadas

PA Vélez Núñez - 2022 - idus.us.es
En este trabajo se realiza un análisis de imágenes dermatoscópicas con el objetivo de
ayudar en el proceso de priorización de las consultas en el triaje de los centros de atención …

[引用][C] Skin lesion analysis: A state-of-the-art survey, systematic review, and future trends

M Hasan, M Ahamad, CH Yap, G Yang - arXiv preprint arXiv:2208.12232, 2022